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ORCIDMichael Gastpar
Michael C. Gastpar
Person information
- affiliation: EFPL Lausanne, Switzerland
- affiliation: University of California, Berkeley, USA
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Books and Theses
- 2009
[b1]Pier Luigi Dragotti, Michael Gastpar:
Distributed Source Coding - Theory, Algorithms and Applications. Academic Press 2009, ISBN 978-0-12-374485-2, pp. I-XX, 1-338
Journal Articles
- 2025
- [j74]Marco Bondaschi
, Michael Gastpar:
Alpha-NML Universal Predictors. IEEE Trans. Inf. Theory 71(2): 1171-1183 (2025) - [j73]Matthias Frey, Igor Bjelakovic, Michael C. Gastpar, Jingge Zhu:
Simultaneous Computation and Communication Over MAC. IEEE Trans. Inf. Theory 71(5): 3644-3665 (2025) - 2023
- [j72]Adriano Pastore, Sung Hoon Lim, Chen Feng, Bobak Nazer, Michael Gastpar:
A Unified Discretization Approach to Compute-Forward: From Discrete to Continuous Inputs. IEEE Trans. Inf. Theory 69(1): 1-46 (2023) - 2022
- [j71]Sennur Ulukus, Salman Avestimehr, Michael Gastpar, Syed Ali Jafar, Ravi Tandon, Chao Tian:
Privacy in Retrieval, Computing, and Learning. IEEE J. Sel. Areas Commun. 40(3): 725-728 (2022) - [j70]Sennur Ulukus, Salman Avestimehr, Michael Gastpar, Syed Ali Jafar, Ravi Tandon, Chao Tian:
Private Retrieval, Computing, and Learning: Recent Progress and Future Challenges. IEEE J. Sel. Areas Commun. 40(3): 729-748 (2022) - [j69]Erixhen Sula, Michael Gastpar:
The Gray-Wyner Network and Wyner's Common Information for Gaussian Sources. IEEE Trans. Inf. Theory 68(2): 1369-1384 (2022) - [j68]Arda Atalik, Alper Köse, Michael Gastpar:
Differential Entropy of the Conditional Expectation Under Additive Gaussian Noise. IEEE Trans. Signal Process. 70: 4851-4866 (2022) - 2021
- [j67]Erixhen Sula, Michael C. Gastpar:
Common Information Components Analysis. Entropy 23(2): 151 (2021) - [j66]Adriano Pastore, Michael Gastpar:
Locally Differentially-Private Randomized Response for Discrete Distribution Learning. J. Mach. Learn. Res. 22: 132:1-132:56 (2021) - [j65]Su Li, Michael Gastpar:
On Calculating the Minimum Rate for the Cooperative Data Exchange Problem Over Fully Connected Networks. IEEE Trans. Commun. 69(9): 5817-5827 (2021) - [j64]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Generalization Error Bounds via Rényi-, f-Divergences and Maximal Leakage. IEEE Trans. Inf. Theory 67(8): 4986-5004 (2021) - 2020
- [j63]Erixhen Sula, Michael Gastpar, Gerhard Kramer:
Sum-Rate Capacity for Symmetric Gaussian Multiple Access Channels With Feedback. IEEE Trans. Inf. Theory 66(5): 2860-2871 (2020) - [j62]Giel J. Op 't Veld, Michael Gastpar:
Caching (Bivariate) Gaussians. IEEE Trans. Inf. Theory 66(10): 6150-6168 (2020) - [j61]Sung Hoon Lim, Chen Feng, Adriano Pastore, Bobak Nazer, Michael Gastpar:
Compute-Forward for DMCs: Simultaneous Decoding of Multiple Combinations. IEEE Trans. Inf. Theory 66(10): 6242-6255 (2020) - 2019
- [j60]Erixhen Sula, Jingge Zhu, Adriano Pastore, Sung Hoon Lim, Michael Gastpar:
Compute-Forward Multiple Access (CFMA): Practical Implementations. IEEE Trans. Commun. 67(2): 1133-1147 (2019) - [j59]Jingge Zhu, Sung Hoon Lim, Michael Gastpar:
Communication Versus Computation: Duality for Multiple-Access Channels and Source Coding. IEEE Trans. Inf. Theory 65(1): 292-301 (2019) - [j58]Krishnan Eswaran, Michael Gastpar:
Remote Source Coding Under Gaussian Noise: Dueling Roles of Power and Entropy Power. IEEE Trans. Inf. Theory 65(7): 4486-4498 (2019) - [j57]Saeid Sahraei, Pierre Quinton, Michael Gastpar:
The Optimal Memory-Rate Trade-Off for the Non-Uniform Centralized Caching Problem With Two Files Under Uncoded Placement. IEEE Trans. Inf. Theory 65(12): 7756-7770 (2019) - 2018
- [j56]Sung Hoon Lim, Chen Feng, Adriano Pastore, Bobak Nazer, Michael Gastpar:
A Joint Typicality Approach to Compute-Forward. IEEE Trans. Inf. Theory 64(12): 7657-7685 (2018) - 2017
- [j55]Jingge Zhu, Michael Gastpar:
Gaussian Multiple Access via Compute-and-Forward. IEEE Trans. Inf. Theory 63(5): 2678-2695 (2017) - [j54]Sung Hoon Lim, Chien-Yi Wang, Michael Gastpar:
Information-Theoretic Caching: The Multi-User Case. IEEE Trans. Inf. Theory 63(11): 7018-7037 (2017) - [j53]Zhijie Ren, Jasper Goseling, Jos H. Weber, Michael Gastpar:
Secure Transmission on the Two-Hop Relay Channel With Scaled Compute-and-Forward. IEEE Trans. Inf. Theory 63(12): 7753-7769 (2017) - [j52]Saeid Sahraei, Michael Gastpar:
Polynomially Solvable Instances of the Shortest and Closest Vector Problems With Applications to Compute-and-Forward. IEEE Trans. Inf. Theory 63(12): 7780-7792 (2017) - 2016
- [j51]Changho Suh, Naveen Goela, Michael Gastpar:
Computation in Multicast Networks: Function Alignment and Converse Theorems. IEEE Trans. Inf. Theory 62(4): 1866-1877 (2016) - [j50]Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran:
Efficient Algorithms for the Data Exchange Problem. IEEE Trans. Inf. Theory 62(4): 1878-1896 (2016) - [j49]Chien-Yi Wang, Sung Hoon Lim, Michael Gastpar:
Information-Theoretic Caching: Sequential Coding for Computing. IEEE Trans. Inf. Theory 62(11): 6393-6406 (2016) - 2015
- [j48]Naveen Goela, Emmanuel Abbe, Michael Gastpar:
Polar Codes for Broadcast Channels. IEEE Trans. Inf. Theory 61(2): 758-782 (2015) - [j47]Jingge Zhu, Michael Gastpar:
Lattice Codes for Many-to-One Interference Channels With and Without Cognitive Messages. IEEE Trans. Inf. Theory 61(3): 1309-1324 (2015) - [j46]Jasper Goseling, Michael Gastpar, Jos H. Weber:
Random Access With Physical-Layer Network Coding. IEEE Trans. Inf. Theory 61(7): 3670-3681 (2015) - [j45]Chien-Yi Wang, Sang-Woon Jeon, Michael Gastpar:
Interactive Computation of Type-Threshold Functions in Collocated Gaussian Networks. IEEE Trans. Inf. Theory 61(9): 4765-4775 (2015) - 2014
- [j44]Zhijie Ren, Jasper Goseling, Jos H. Weber, Michael Gastpar:
Maximum Throughput Gain of Compute-and-Forward for Multiple Unicast. IEEE Commun. Lett. 18(7): 1111-1114 (2014) - [j43]Michael Gastpar, Amos Lapidoth, Yossef Steinberg, Michèle A. Wigger:
Coding Schemes and Asymptotic Capacity for the Gaussian Broadcast and Interference Channels With Feedback. IEEE Trans. Inf. Theory 60(1): 54-71 (2014) - [j42]Sang-Woon Jeon, Chien-Yi Wang, Michael Gastpar:
Approximate Ergodic Capacity of a Class of Fading Two-User Two-Hop Networks. IEEE Trans. Inf. Theory 60(2): 866-880 (2014) - [j41]Jiening Zhan, Michael Gastpar:
Functional Forwarding of Channel State Information. IEEE Trans. Inf. Theory 60(2): 1008-1018 (2014) - [j40]Jiening Zhan, Bobak Nazer, Uri Erez, Michael Gastpar:
Integer-Forcing Linear Receivers. IEEE Trans. Inf. Theory 60(12): 7661-7685 (2014) - [j39]Sang-Woon Jeon, Michael Gastpar:
Capacity Scaling of Cognitive Networks: Beyond Interference-Limited Communication. IEEE Trans. Inf. Theory 60(12): 7824-7840 (2014) - [j38]Sang-Woon Jeon, Chien-Yi Wang, Michael Gastpar:
Computation Over Gaussian Networks With Orthogonal Components. IEEE Trans. Inf. Theory 60(12): 7841-7861 (2014) - 2013
- [j37]S. Kartik Buddha, Kelvin So, Jose M. Carmena, Michael Gastpar:
Function Identification in Neuron Populations via Information Bottleneck. Entropy 15(5): 1587-1608 (2013) - [j36]Jiening Zhan, Se Yong Park, Michael Gastpar, Anant Sahai:
Linear Function Computation in Networks: Duality and Constant Gap Results. IEEE J. Sel. Areas Commun. 31(4): 620-638 (2013) - [j35]Galen Reeves, Michael Gastpar:
Approximate Sparsity Pattern Recovery: Information-Theoretic Lower Bounds. IEEE Trans. Inf. Theory 59(6): 3451-3465 (2013) - [j34]Krishnan Eswaran, Michael Gastpar:
Feedback Communication and Control Over a Single Channel. IEEE Trans. Inf. Theory 59(10): 6243-6257 (2013) - 2012
- [j33]Sang-Woon Jeon, Michael Gastpar:
A Survey on Interference Networks: Interference Alignment and Neutralization. Entropy 14(10): 1842-1863 (2012) - [j32]Kelvin So, Karunesh Ganguly, Jessica Jimenez, Michael Gastpar, Jose M. Carmena:
Redundant information encoding in primary motor cortex during natural and prosthetic motor control. J. Comput. Neurosci. 32(3): 555-561 (2012) - [j31]Anand D. Sarwate, Michael Gastpar:
List-Decoding for the Arbitrarily Varying Channel Under State Constraints. IEEE Trans. Inf. Theory 58(3): 1372-1384 (2012) - [j30]Galen Reeves, Michael Gastpar:
The Sampling Rate-Distortion Tradeoff for Sparsity Pattern Recovery in Compressed Sensing. IEEE Trans. Inf. Theory 58(5): 3065-3092 (2012) - [j29]Bobak Nazer, Michael Gastpar, Syed Ali Jafar, Sriram Vishwanath:
Ergodic Interference Alignment. IEEE Trans. Inf. Theory 58(10): 6355-6371 (2012) - [j28]Naveen Goela, Michael Gastpar:
Reduced-Dimension Linear Transform Coding of Correlated Signals in Networks. IEEE Trans. Signal Process. 60(6): 3174-3187 (2012) - 2011
- [j27]Krishnan Eswaran, Michael Gastpar, Kannan Ramchandran:
Cognitive Radio Through Primary Control Feedback. IEEE J. Sel. Areas Commun. 29(2): 384-393 (2011) - [j26]Anna Scaglione, Mark Coates, Michael Gastpar, John N. Tsitsiklis, Martin Vetterli:
Introduction to the Issue on Gossiping Algorithms Design and Applications. IEEE J. Sel. Top. Signal Process. 5(4): 645-648 (2011) - [j25]Bobak Nazer, Alexandros G. Dimakis, Michael Gastpar:
Local Interference Can Accelerate Gossip Algorithms. IEEE J. Sel. Top. Signal Process. 5(4): 876-887 (2011) - [j24]Bobak Nazer, Michael Gastpar:
Reliable Physical Layer Network Coding. Proc. IEEE 99(3): 438-460 (2011) - [j23]Jasper Goseling, Michael Gastpar, Jos H. Weber:
Line and Lattice Networks Under Deterministic Interference Models. IEEE Trans. Inf. Theory 57(5): 3080-3099 (2011) - [j22]Bobak Nazer, Michael Gastpar:
Compute-and-Forward: Harnessing Interference Through Structured Codes. IEEE Trans. Inf. Theory 57(10): 6463-6486 (2011) - 2010
- [j21]Anand D. Sarwate, Michael Gastpar:
A little feedback can simplify sensor network cooperation. IEEE J. Sel. Areas Commun. 28(7): 1159-1168 (2010) - [j20]Allen Y. Yang, Michael Gastpar, Ruzena Bajcsy, S. Shankar Sastry:
Distributed Sensor Perception via Sparse Representation. Proc. IEEE 98(6): 1077-1088 (2010) - [j19]Krishnan Eswaran, Anand D. Sarwate, Anant Sahai, Michael Gastpar:
Zero-rate feedback can achieve the empirical capacity. IEEE Trans. Inf. Theory 56(1): 25-39 (2010) - [j18]Michael Gastpar, Patrick R. Gill, Alexander G. Huth, Frédéric E. Theunissen:
Anthropic correction of information estimates and its application to neural coding. IEEE Trans. Inf. Theory 56(2): 890-900 (2010) - [j17]Anand D. Sarwate, Michael Gastpar:
Rateless codes for AVC models. IEEE Trans. Inf. Theory 56(7): 3105-3114 (2010) - [j16]Birsen Sirkeci-Mergen, Michael Gastpar:
On the broadcast capacity of wireless networks with cooperative relays. IEEE Trans. Inf. Theory 56(8): 3847-3861 (2010) - [j15]Alon Amar, Amir Leshem, Michael Gastpar:
Recursive implementation of the distributed Karhunen-Loève transform. IEEE Trans. Signal Process. 58(10): 5320-5330 (2010) - 2008
- [j14]Huaiyu Dai, Michael Gastpar, Nihar Jindal, Liang-Liang Xie:
Theory and Applications in Multiuser/Multiterminal Communications. EURASIP J. Wirel. Commun. Netw. 2008 (2008) - [j13]Bobak Nazer, Michael Gastpar:
The case for structured random codes in network capacity theorems. Eur. Trans. Telecommun. 19(4): 455-474 (2008) - [j12]Michael Gastpar:
Uncoded Transmission Is Exactly Optimal for a Simple Gaussian "Sensor" Network. IEEE Trans. Inf. Theory 54(11): 5247-5251 (2008) - 2007
- [j11]Michael Gastpar:
On Capacity Under Receive and Spatial Spectrum-Sharing Constraints. IEEE Trans. Inf. Theory 53(2): 471-487 (2007) - [j10]Gerhard Kramer, Randall Berry, Abbas El Gamal, Hesham El Gamal, Massimo Franceschetti, Michael Gastpar, J. Nicholas Laneman:
Introduction to the Special Issue on Models, Theory, and Codes for Relaying and Cooperation in Communication Networks [Guest Editorial]. IEEE Trans. Inf. Theory 53(10): 3297-3301 (2007) - [j9]Bobak Nazer, Michael Gastpar:
Computation Over Multiple-Access Channels. IEEE Trans. Inf. Theory 53(10): 3498-3516 (2007) - 2006
- [j8]Zhi-Quan Luo, Michael Gastpar, Juan Liu, Ananthram Swami:
Distributed signal processing in sensor networks [from the guest Editors]. IEEE Signal Process. Mag. 23(4): 14-15 (2006) - [j7]Michael Gastpar, Martin Vetterli, Pier Luigi Dragotti:
Sensing reality and communicating bits: a dangerous liaison. IEEE Signal Process. Mag. 23(4): 70-83 (2006) - [j6]Michael Gastpar, Pier Luigi Dragotti, Martin Vetterli:
The Distributed Karhunen-Loève Transform. IEEE Trans. Inf. Theory 52(12): 5177-5196 (2006) - 2005
- [j5]Michael Gastpar, Martin Vetterli:
Power, spatio-temporal bandwidth, and distortion in large sensor networks. IEEE J. Sel. Areas Commun. 23(4): 745-754 (2005) - [j4]Michael Gastpar, Martin Vetterli:
On the capacity of large Gaussian relay networks. IEEE Trans. Inf. Theory 51(3): 765-779 (2005) - [j3]Gerhard Kramer, Michael Gastpar, Piyush Gupta:
Cooperative Strategies and Capacity Theorems for Relay Network. IEEE Trans. Inf. Theory 51(9): 3037-3063 (2005) - 2004
- [j2]Michael Gastpar:
The Wyner-Ziv Problem With Multiple Sources. IEEE Trans. Inf. Theory 50(11): 2762-2768 (2004) - 2003
- [j1]Michael Gastpar, Bixio Rimoldi, Martin Vetterli:
To code, or not to code: lossy source-channel communication revisited. IEEE Trans. Inf. Theory 49(5): 1147-1158 (2003)
Conference and Workshop Papers
- 2025
- [c163]Ashok Vardhan Makkuva, Marco Bondaschi, Adway Girish, Alliot Nagle, Martin Jaggi, Hyeji Kim, Michael Gastpar:
Attention with Markov: A Curious Case of Single-layer Transformers. ICLR 2025 - 2024
- [c162]Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger:
Fantastic Generalization Measures are Nowhere to be Found. ICLR 2024 - [c161]Ashok Vardhan Makkuva, Marco Bondaschi, Thijs Vogels, Martin Jaggi, Hyeji Kim, Michael Gastpar:
LASER: Linear Compression in Wireless Distributed Optimization. ICML 2024 - [c160]Theresa Stadler, Bogdan Kulynych, Michael Gastpar, Nicolas Papernot, Carmela Troncoso:
The Fundamental Limits of Least-Privilege Learning. ICML 2024 - [c159]Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar:
Characterising Directed and Undirected Metrics of High-Order Interdependence. ISIT (Workshops) 2024: 1-6 - [c158]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Variational Characterizations of Sibson's α-Mutual Information. ISIT 2024: 2110-2115 - [c157]Michael Gastpar, Aayush Rajesh:
The Persuasion Bottleneck. ISIT 2024: 2472-2477 - [c156]Lifu Jin, Amedeo Roberto Esposito, Michael Gastpar:
Properties of the Strong Data Processing Constant for Rényi Divergence. ISIT 2024: 3178-3183 - [c155]Matthias Frey, Igor Bjelakovic, Michael C. Gastpar, Jingge Zhu:
Simultaneous Computation and Communication over MAC. ISIT 2024: 3350-3355 - [c154]Marco Bondaschi, Michael Gastpar:
Batch Universal Prediction. ISIT 2024: 3552-3557 - [c153]Ashok Vardhan Makkuva, Marco Bondaschi, Adway Girish, Alliot Nagle, Hyeji Kim, Michael Gastpar, Chanakya Ekbote:
Local to Global: Learning Dynamics and Effect of Initialization for Transformers. NeurIPS 2024 - [c152]Alliot Nagle, Adway Girish, Marco Bondaschi, Michael Gastpar, Ashok Vardhan Makkuva, Hyeji Kim:
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models. NeurIPS 2024 - [c151]Nived Rajaraman, Marco Bondaschi, Ashok Vardhan Makkuva, Kannan Ramchandran, Michael Gastpar:
Transformers on Markov data: Constant depth suffices. NeurIPS 2024 - 2023
- [c150]Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar:
Asymptotically Optimal Generalization Error Bounds for Noisy, Iterative Algorithms. COLT 2023: 4952-4976 - [c149]Adriano Pastore, Sung Hoon Lim, Chen Feng, Bobak Nazer, Michael Gastpar:
Distributed Lossy Computation with Structured Codes: From Discrete to Continuous Sources. ISIT 2023: 1681-1686 - [c148]Aditya Pradeep, Michael Gastpar:
Personalized Privacy-Preserving Distributed Learning on Heterogeneous Data. ISIT 2023: 2272-2277 - 2022
- [c147]Arda Atalik, Alper Köse, Michael Gastpar:
The Price of Distributed: Rate Loss in the CEO Problem. CISS 2022: 125-130 - [c146]Ido Nachum, Jan Hazla, Michael Gastpar, Anatoly Khina:
A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs. ICLR 2022 - [c145]Amedeo Roberto Esposito, Michael Gastpar:
From Generalisation Error to Transportation-cost Inequalities and Back. ISIT 2022: 294-299 - [c144]Marco Bondaschi, Michael Gastpar:
Alpha-NML Universal Predictors. ISIT 2022: 468-473 - [c143]Adrien Vandenbroucque, Amedeo Roberto Esposito, Michael Gastpar:
Lower-bounds on the Bayesian Risk in Estimation Procedures via f-Divergences. ISIT 2022: 1106-1111 - [c142]Erixhen Sula, Michael Gastpar:
Shannon Bounds on Lossy Gray-Wyner Networks. ISIT 2022: 1414-1419 - [c141]Amedeo Roberto Esposito, Adrien Vandenbroucque, Michael Gastpar:
On Sibson's α-Mutual Information. ISIT 2022: 2904-2909 - [c140]Aditya Pradeep, Ido Nachum, Michael Gastpar:
Finite Littlestone Dimension Implies Finite Information Complexity. ISIT 2022: 3055-3060 - 2021
- [c139]Amedeo Roberto Esposito, Michael Gastpar:
Lower-bounds on the Bayesian Risk in estimation procedures via Sibson's $\alpha$-Mutual Information. ISIT 2021: 748-753 - [c138]Erixhen Sula, Michael Gastpar:
Lower bound on relaxed Wyner's Common Information. ISIT 2021: 1510-1515 - [c137]Amedeo Roberto Esposito, Diyuan Wu, Michael Gastpar:
On conditional Sibson's $\alpha$ -Mutual Information. ISIT 2021: 1796-1801 - [c136]Adriano Pastore, Sung Hoon Lim, Chen Feng, Bobak Nazer, Michael Gastpar:
A Discretization Approach to Compute-Forward. ISIT 2021: 2208-2213 - [c135]Arda Atalik, Alper Köse, Michael Gastpar:
Differential Entropy of the Conditional Expectation under Gaussian Noise. ITW 2021: 1-6 - [c134]M. Bora Dogan, Michael Gastpar:
Lower Bounds on the Expected Excess Risk Using Mutual Information. ITW 2021: 1-6 - 2020
- [c133]Su Li, Michael Gastpar:
Converse for Multi-Server Single-Message PIR with Side Information. CISS 2020: 1-6 - [c132]Erixhen Sula, Michael Gastpar:
The Gaussian lossy Gray-Wyner network. CISS 2020: 1-6 - [c131]Pinar Sen, Michael Gastpar, Young-Han Kim:
Successive Refinement to Caching for Dynamic Requests. ISIT 2020: 1711-1716 - [c130]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Robust Generalization via f-Mutual Information. ISIT 2020: 2723-2728 - [c129]Michael Gastpar, Erixhen Sula:
Common Information Components Analysis. ITA 2020: 1-5 - [c128]Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar:
Learning, compression, and leakage: Minimising classification error via meta-universal compression principles. ITW 2020: 1-5 - 2019
- [c127]Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar:
Strengthened Information-theoretic Bounds on the Generalization Error. ISIT 2019: 582-586 - [c126]Sung Hoon Lim, Chen Feng, Adriano Pastore, Bobak Nazer, Michael Gastpar:
Towards an Algebraic Network Information Theory: Distributed Lossy Computation of Linear Functions. ISIT 2019: 1827-1831 - [c125]Pinar Sen, Michael Gastpar:
Successive Refinement to Caching for Dynamic Content. ISIT 2019: 2484-2488 - [c124]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Learning and Adaptive Data Analysis via Maximal Leakage. ITW 2019: 1-5 - [c123]Michael Gastpar, Erixhen Sula:
Relaxed Wyner's Common Information. ITW 2019: 1-5 - 2018
- [c122]Su Li, Michael Gastpar:
Single-server Multi-message Private Information Retrieval with Side Information. Allerton 2018: 173-179 - [c121]Erixhen Sula, Michael Gastpar, Gerhard Kramer:
Sum-Rate Capacity for Symmetric Gaussian Multiple Access Channels with Feedback. ISIT 2018: 306-310 - [c120]Ibrahim Issa, Michael Gastpar:
Computable Bounds on the Exploration Bias. ISIT 2018: 576-580 - [c119]Saeid Sahraei, Michael Gastpar:
Increasing Availability in Distributed Storage Systems via Clustering. ISIT 2018: 1705-1709 - [c118]Su Li, Michael Gastpar:
Single-server Multi-user Private Information Retrieval with Side Information. ISIT 2018: 1954-1958 - [c117]Krishnan Eswaran, Michael Gastpar:
Remote Source Coding Under Gaussian Noise: Dueling Roles of Power and Entropy-Power. ITA 2018: 1-9 - 2017
- [c116]Su Li, Abhin Shah, Michael Gastpar:
Cooperative data exchange with weighted cost based on d-basis construction. Allerton 2017: 421-428 - [c115]Su Li, Michael Gastpar:
Cooperative data exchange based on MDS codes. ISIT 2017: 1411-1415 - [c114]Sung Hoon Lim, Chen Feng, Adriano Pastore, Bobak Nazer, Michael Gastpar:
Towards an algebraic network information theory: Simultaneous joint typicality decoding. ISIT 2017: 1818-1822 - [c113]Saeid Sahraei, Michael Gastpar:
GDSP: A graphical perspective on the distributed storage systems. ISIT 2017: 2218-2222 - [c112]Erixhen Sula, Jingge Zhu, Adriano Pastore, Sung Hoon Lim, Michael Gastpar:
Compute-forward multiple access (CFMA) with nested LDPC codes. ISIT 2017: 2935-2939 - [c111]Jingge Zhu, Sung Hoon Lim, Michael Gastpar:
On the duality between multiple-access codes and computation codes. ITA 2017: 1-5 - 2016
- [c110]Jingge Zhu, Michael Gastpar:
Typical sumsets of lattice points. ACSSC 2016: 1816-1820 - [c109]Jingge Zhu, Michael Gastpar:
Typical sumsets of linear codes. Allerton 2016: 46-53 - [c108]Giel J. Op 't Veld, Michael C. Gastpar:
Total correlation of Gaussian vector sources on the Gray-Wyner network. Allerton 2016: 385-392 - [c107]Saeid Sahraei, Michael Gastpar:
Multi-library coded caching. Allerton 2016: 1012-1017 - [c106]Giel J. Op 't Veld, Michael C. Gastpar:
Caching Gaussians: Minimizing total correlation on the Gray-Wyner network. CISS 2016: 478-483 - [c105]Saeid Sahraei, Michael Gastpar:
K users caching two files: An improved achievable rate. CISS 2016: 620-624 - [c104]Sung Hoon Lim, Chien-Yi Wang, Michael Gastpar:
Information theoretic caching: The multi-user case. ISIT 2016: 525-529 - [c103]Zhijie Ren, Jasper Goseling, Jos H. Weber, Michael Gastpar:
On the energy benefit of compute-and-forward for multiple unicasts. ISIT 2016: 2334-2338 - [c102]Adriano Pastore, Michael Gastpar:
Locally differentially-private distribution estimation. ISIT 2016: 2694-2698 - [c101]Chien-Yi Wang, Sung Hoon Lim, Michael Gastpar:
A new converse bound for coded caching. ITA 2016: 1-6 - 2015
- [c100]Sung Hoon Lim, Chen Feng, Bobak Nazer, Michael Gastpar:
A joint typicality approach to compute-forward. Allerton 2015: 1294-1301 - [c99]Adriano Pastore, Michael Gastpar:
A unified view on nearest-neighbor decoding rates for noncoherent and semicoherent fading channels. ISIT 2015: 356-360 - [c98]Chien-Yi Wang, Sung Hoon Lim, Michael Gastpar:
Information-theoretic caching. ISIT 2015: 1776-1780 - [c97]Jingge Zhu, Michael Gastpar:
On lattice codes for Gaussian interference channels. ISIT 2015: 2066-2070 - [c96]Zhijie Ren, Jasper Goseling, Jos H. Weber, Michael Gastpar:
Secure transmission using an untrusted relay with scaled compute-and-forward. ITW 2015: 1-5 - [c95]Jingge Zhu, Michael Gastpar:
Compute-and-forward using nested linear codes for the Gaussian MAC. ITW 2015: 1-5 - [c94]Sung Hoon Lim, Michael Gastpar:
Coding theorems via linear codes: Joint decoding rate regions. ITW Fall 2015: 79-83 - 2014
- [c93]Saeid Sahraei, Michael Gastpar:
Compute-and-Forward: Finding the best equation. Allerton 2014: 227-233 - [c92]Chien-Yi Wang, Michael Gastpar:
On distributed successive refinement with lossless recovery. ISIT 2014: 2669-2673 - [c91]Jingge Zhu, Michael Gastpar:
Gaussian (dirty) multiple access channels: A compute-and-forward perspective. ISIT 2014: 2949-2953 - [c90]Bobak Nazer, Michael Gastpar:
Compute-and-forward for discrete memoryless networks. ITW 2014: 5-9 - 2013
- [c89]Siddharth Dangi, Kelvin So, Amy L. Orsborn, Michael C. Gastpar, Jose M. Carmena:
Brain-machine interface control using broadband spectral power from local field potentials. EMBC 2013: 285-288 - [c88]Sang-Woon Jeon, Michael Gastpar:
Capacity scaling of cognitive networks: Beyond interference-limited communication. INFOCOM 2013: 1735-1743 - [c87]Naveen Goela, Emmanuel Abbe, Michael Gastpar:
Polar codes for broadcast channels. ISIT 2013: 1127-1131 - [c86]Sang-Woon Jeon, Chien-Yi Wang, Michael Gastpar:
Computation over Gaussian networks with orthogonal components. ISIT 2013: 2139-2143 - [c85]Chien-Yi Wang, Sang-Woon Jeon, Michael Gastpar:
Multi-round computation of type-threshold functions in collocated Gaussian networks. ISIT 2013: 2154-2158 - [c84]Jingge Zhu, Michael Gastpar:
Lattice codes for many-to-one cognitive interference networks. ISIT 2013: 2234-2238 - [c83]Changho Suh, Michael Gastpar:
Interactive function computation. ISIT 2013: 2329-2333 - [c82]Jasper Goseling, Michael Gastpar, Jos H. Weber:
Physical-layer network coding on the random-access channel. ISIT 2013: 2339-2343 - [c81]Zhijie Ren, Jasper Goseling, Jos H. Weber, Michael Gastpar:
Compute-and-Forward: Multiple bi-directional sessions on the line network. ISIT 2013: 2344-2348 - [c80]Jasper Goseling, Michael Gastpar, Jos H. Weber:
Random access with physical-layer network coding. ITA 2013: 1-7 - [c79]Changho Suh, Michael Gastpar:
Network decomposition for function computation. SPAWC 2013: 340-344 - 2012
- [c78]Nebojsa Milosavljevic, Sameer Pawar, Michael Gastpar, Kannan Ramchandran:
Efficient algorithms for the data exchange problem under fairness constraints. Allerton Conference 2012: 502-508 - [c77]Changho Suh, Naveen Goela, Michael Gastpar:
Computation in multicast networks: Function alignment and converse theorems. Allerton Conference 2012: 1049-1056 - [c76]Galen Reeves, Michael Gastpar:
Compressed sensing phase transitions: Rigorous bounds versus replica predictions. CISS 2012: 1-6 - [c75]Jiening Zhan, Bobak Nazer, Uri Erez, Michael C. Gastpar:
Integer-forcing architectures: An overview. ISCCSP 2012: 1-2 - [c74]Sang-Woon Jeon, Chien-Yi Wang, Michael Gastpar:
Approximate ergodic capacity of a class of fading 2-user 2-hop networks. ISIT 2012: 56-60 - [c73]Sang-Woon Jeon, Naveen Goela, Michael Gastpar:
Degrees of freedom of sparsely connected wireless networks. ISIT 2012: 1528-1532 - [c72]Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran:
Data exchange problem with helpers. ISIT 2012: 2611-2615 - [c71]Changho Suh, Naveen Goela, Michael Gastpar:
Approximate feedback capacity of the Gaussian multicast channel. ISIT 2012: 2909-2913 - [c70]Jasper Goseling, Jos H. Weber, Michael Gastpar:
Compute-and-forward on wireless lattice networks with local interference. ISWCS 2012: 281-285 - [c69]Sang-Woon Jeon, Chien-Yi Wang, Michael Gastpar:
Approximate ergodic capacity of a class of fading 2 × 2 × 2 Networks. ITA 2012: 368-373 - [c68]Naveen Goela, Changho Suh, Michael Gastpar:
Network coding with computation alignment. ITW 2012: 507-511 - [c67]Sareh Saeedi, Ricardo Chavarriaga, José del R. Millán, Michael Gastpar:
Real-time prediction of fast and slow delivery of mental commands in a motor imagery BCI: An entropy-based approach. SMC 2012: 3345-3349 - 2011
- [c66]Jiening Zhan, Se Yong Park, Michael Gastpar, Anant Sahai:
Function computation in networks: Duality and constant gap results. Allerton 2011: 1470-1477 - [c65]Kelvin So, Michael Gastpar, Jose M. Carmena:
Assessing directed information as a method for inferring functional connectivity in neural ensembles. EMBC 2011: 7324-7327 - [c64]Galen Reeves, Michael Gastpar:
On the role of diversity in sparsity estimation. ISIT 2011: 119-123 - [c63]Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran:
Deterministic algorithm for the cooperative data exchange problem. ISIT 2011: 410-414 - [c62]Jiening Zhan, Uri Erez, Michael Gastpar, Bobak Nazer:
Mitigating interference with integer-forcing architectures. ISIT 2011: 1673-1677 - [c61]Or Ordentlich, Jiening Zhan, Uri Erez, Michael Gastpar, Bobak Nazer:
Practical code design for compute-and-forward. ISIT 2011: 1876-1880 - [c60]Michael Gastpar, Amos Lapidoth, Yossef Steinberg, Michèle A. Wigger:
New achievable rates for the Gaussian broadcast channel with feedback. ISWCS 2011: 579-583 - [c59]Galen Reeves, Naveen Goela, Nebojsa Milosavljevic, Michael Gastpar:
A compressed sensing wire-tap channel. ITW 2011: 548-552 - 2010
- [c58]Bobak Nazer, Michael Gastpar:
On decoding equations with partial channel state information. CISS 2010: 1-4 - [c57]Alon Amar, Amir Leshem, Michael Gastpar:
A greedy approach to the distributed Karhunen-Loève transform. ICASSP 2010: 2970-2973 - [c56]Jiening Zhan, Bobak Nazer, Uri Erez, Michael Gastpar:
Integer-forcing linear receivers. ISIT 2010: 1022-1026 - [c55]Galen Reeves, Michael Gastpar:
"Compressed" compressed sensing. ISIT 2010: 1548-1552 - [c54]Nebojsa Milosavljevic, Michael Gastpar, Kannan Ramchandran:
The role of game theory in key agreement over a public channel. ISIT 2010: 2632-2636 - [c53]Naveen Goela, Satish Babu Korada, Michael Gastpar:
On LP decoding of polar codes. ITW 2010: 1-5 - [c52]Jiening Zhan, Bobak Nazer, Uri Erez, Michael Gastpar:
Integer-Forcing Linear Receivers: A New Low-Complexity MIMO Architecture. VTC Fall 2010: 1-5 - 2009
- [c51]Bobak Nazer, Michael Gastpar, Syed Ali Jafar, Sriram Vishwanath:
Interference alignment at finite SNR: General message sets. Allerton 2009: 843-848 - [c50]Naveen Goela, Michael Gastpar:
Distributed Karhunen-Loève Transform with nested subspaces. ICASSP 2009: 2405-2408 - [c49]Bobak Nazer, Alexandros G. Dimakis, Michael Gastpar:
Neighborhood gossip: Concurrent averaging through local interference. ICASSP 2009: 3657-3660 - [c48]Naveen Goela, Michael Gastpar:
Linear compressive networks. ISIT 2009: 159-163 - [c47]Anand D. Sarwate, Michael Gastpar:
Some observations on limited feedback for multiaccess channels. ISIT 2009: 394-397 - [c46]Jiening Zhan, Michael Gastpar:
Functional forwarding of channel state information. ISIT 2009: 1184-1188 - [c45]Bobak Nazer, Amichai Sanderovich, Michael Gastpar, Shlomo Shamai:
Structured superposition for backhaul constrained cellular uplink. ISIT 2009: 1530-1534 - [c44]Bobak Nazer, Syed Ali Jafar, Michael Gastpar, Sriram Vishwanath:
Ergodic interference alignment. ISIT 2009: 1769-1773 - [c43]Nebojsa Milosavljevic, Michael Gastpar, Kannan Ramchandran:
Secure communication using an untrusted relay via sources and channels. ISIT 2009: 2457-2461 - [c42]Jiening Zhan, Uri Erez, Michael Gastpar, Bobak Nazer:
MIMO compute-and-forward. ISIT 2009: 2848-2852 - [c41]Michael C. Gastpar, Patrick R. Gill, Frédéric E. Theunissen:
Anthropic correction of information estimates. ITW 2009: 152-155 - 2008
- [c40]Bobak Nazer, Michael Gastpar:
Compute-and-forward: A novel strategy for cooperative networks. ACSCC 2008: 69-73 - [c39]Krishnan Eswaran, Michael Gastpar:
An observation about feedback from cognitive radio. ACSCC 2008: 1570-1573 - [c38]Bobak Nazer, Alexandros G. Dimakis, Michael Gastpar:
Local interference can accelerate gossip algorithms. Allerton 2008: 591-598 - [c37]Bobak Nazer, Michael Gastpar:
The case for structured random codes: Beyond linear models. Allerton 2008: 1422-1425 - [c36]Anand D. Sarwate, Michael Gastpar:
Adversarial interference models for multiantenna cooperative systems. CISS 2008: 785-790 - [c35]Gökhan Mergen, Birsen Sirkeci-Mergen, Michael Gastpar:
Sufficient-Statistics Based Multiple Access over Wireless Fading Channels. GLOBECOM 2008: 3252-3256 - [c34]Bobak Nazer, Michael Gastpar:
Compute-and-forward: Harnessing interference with structured codes. ISIT 2008: 772-776 - [c33]Anand D. Sarwate, Michael Gastpar:
Arbitrarily dirty paper coding and applications. ISIT 2008: 925-929 - [c32]Michèle A. Wigger, Michael Gastpar:
The pre-log of Gaussian broadcast with feedback can be two. ISIT 2008: 1258-1262 - [c31]Krishnan Eswaran, Michael Gastpar:
Achievable rates for conferencing multiway channels. ISIT 2008: 1398-1402 - [c30]Galen Reeves, Michael Gastpar:
Sampling bounds for sparse support recovery in the presence of noise. ISIT 2008: 2187-2191 - 2007
- [c29]Anand D. Sarwate, Michael Gastpar:
Channels with nosy "noise". ISIT 2007: 996-1000 - [c28]Krishnan Eswaran, Anand D. Sarwate, Anant Sahai, Michael Gastpar:
Using zero-rate feedback on binary additive channels with individual noise sequences. ISIT 2007: 1431-1435 - [c27]Krishnan Eswaran, Michael Gastpar, Kannan Ramchandran:
Bits through ARQs: Spectrum Sharing with a Primary Packet System. ISIT 2007: 2171-2175 - [c26]Bobak Nazer, Michael Gastpar:
Computation over Gaussian Multiple-Access Channels. ISIT 2007: 2391-2395 - 2006
- [c25]Krishnan Eswaran, Michael Gastpar:
Achievable Error Exponents in Multiterminal Source Coding. CISS 2006: 1146-1151 - [c24]Michael Gastpar, Martin Vetterli, Pier Luigi Dragotti:
Sensing and Communication With and Without Bits. ICASSP (5) 2006: 1157-1160 - [c23]Jeremie Ezri, Michael Gastpar:
On the Performance of Independently Designed LDPC Codes for the Relay Channel. ISIT 2006: 977-981 - [c22]Bobak Nazer, Michael Gastpar:
Computing over Multiple-Access Channels with Connections to Wireless Network Coding. ISIT 2006: 1354-1358 - [c21]Anand D. Sarwate, Michael Gastpar:
Randomization bounds on Gaussian arbitrarily varying channels. ISIT 2006: 2161-2165 - [c20]Gerhard Kramer, Michael Gastpar:
Dependence Balance and the Gaussian Multiaccess Channel with Feedback. ITW 2006: 198-202 - [c19]Krishnan Eswaran, Michael Gastpar:
On The Significance Of Binning In A Scaling-law Sense. ITW 2006: 258-262 - 2005
- [c18]Anand D. Sarwate, Michael Gastpar:
Fading observation alignment via feedback. IPSN 2005: 317-323 - [c17]Leonard H. Grokop, Anant Sahai, Michael Gastpar:
Discriminatory source coding for a noiseless broadcast channel. ISIT 2005: 77-81 - [c16]Krishnan Eswaran, Michael Gastpar:
On the quadratic AWGN CEO problem and non-gaussian sources. ISIT 2005: 219-223 - [c15]Anant Sahai, Stark C. Draper, Michael Gastpar:
Boosting reliability over AWGN networks with average power constraints and noiseless feedback. ISIT 2005: 402-406 - 2004
- [c14]Michael Gastpar:
Distributed source-channel coding for wireless sensor networks. ICASSP (3) 2004: 829-832 - [c13]Michael Gastpar, Pier Luigi Dragotti, Martin Vetterli:
On compression using the distributed Karhunen-Loeve transform. ICASSP (3) 2004: 901-904 - [c12]Michael Gastpar, Martin Vetterli:
Power-bandwidth-distortion scaling laws for sensor networks. IPSN 2004: 320-329 - [c11]Michael Gastpar:
Cut-set arguments for source-channel networks. ISIT 2004: 34 - [c10]Michael Gastpar, Martin Vetterli:
A lower bound to the scaling behavior of sensor networks. ISIT 2004: 371 - [c9]Michael Gastpar:
Gaussian multiple-access channels under received-power constraints. ITW 2004: 452-457 - 2003
- [c8]Michael Gastpar, Pier Luigi Dragotti, Martin Vetterli:
The Distributed, Partial, And Conditional Karhunen-Loève Transforms. DCC 2003: 283-292 - [c7]Michael Gastpar:
On Source-Channel Communication in Networks. Advances in Network Information Theory 2003: 217-237 - [c6]Thibaut Ajdler, Razvan Cristescu, Pier Luigi Dragotti, Michael Gastpar, Irena Maravic, Martin Vetterli:
Distributed signal processing and communications: on the interaction of sources and channels. ICASSP (4) 2003: 852-855 - [c5]Michael Gastpar, Martin Vetterli:
Source-Channel Communication in Sensor Networks. IPSN 2003: 162-177 - [c4]Michael Gastpar, Bixio Rimoldi:
Source-channel communication with feedback. ITW 2003: 279-282 - 2002
- [c3]Michael Gastpar, Pier Luigi Dragotti, Martin Vetterli:
The distributed Karhunen-Loeve transform. IEEE Workshop on Multimedia Signal Processing 2002: 57-60 - [c2]Michael Gastpar, Martin Vetterli:
On the capacity of wireless networks: The relay case. INFOCOM 2002: 1577-1586 - 2000
- [c1]Michael Gastpar, Yoram Bresler:
On the necessary density for spectrum-blind nonuniform sampling subject to quantization. ICASSP 2000: 348-351
Reference Works
- 2014
- [r2]Michael C. Gastpar:
Directed Information Flow and Causality in Neural Systems. Encyclopedia of Computational Neuroscience 2014 - [r1]Michael C. Gastpar:
Information Measures of Redundancy and Synergy in Neural Activity. Encyclopedia of Computational Neuroscience 2014
Informal and Other Publications
- 2025
- [i100]Yunzhen Yao, Lie He, Michael Gastpar:
Leveraging Sparsity for Sample-Efficient Preference Learning: A Theoretical Perspective. CoRR abs/2501.18282 (2025) - [i99]Millen Kanabar, Michael Gastpar:
Minimax discrete distribution estimation with self-consumption. CoRR abs/2501.19273 (2025) - [i98]Marco Bondaschi, Nived Rajaraman, Xiuying Wei, Kannan Ramchandran, Razvan Pascanu, Caglar Gulcehre, Michael Gastpar, Ashok Vardhan Makkuva:
From Markov to Laplace: How Mamba In-Context Learns Markov Chains. CoRR abs/2502.10178 (2025) - [i97]Saibo Geng, Nathan Ranchin, Yunzhen Yao, Maxime Peyrard, Chris Wendler, Michael Gastpar, Robert West:
zip2zip: Inference-Time Adaptive Vocabularies for Language Models via Token Compression. CoRR abs/2506.01084 (2025) - 2024
- [i96]Matthias Frey, Igor Bjelakovic, Michael C. Gastpar, Jingge Zhu:
Simultaneous Computation and Communication over MAC. CoRR abs/2401.16751 (2024) - [i95]Marco Bondaschi, Michael Gastpar:
Batch Universal Prediction. CoRR abs/2402.03901 (2024) - [i94]Ashok Vardhan Makkuva, Marco Bondaschi, Adway Girish, Alliot Nagle, Martin Jaggi, Hyeji Kim, Michael Gastpar:
Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains. CoRR abs/2402.04161 (2024) - [i93]Theresa Stadler, Bogdan Kulynych, Nicolas Papernot, Michael Gastpar, Carmela Troncoso:
The Fundamental Limits of Least-Privilege Learning. CoRR abs/2402.12235 (2024) - [i92]Lifu Jin, Amedeo Roberto Esposito, Michael Gastpar:
Properties of the Strong Data Processing Constant for Rényi Divergence. CoRR abs/2403.10656 (2024) - [i91]Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar:
Characterising directed and undirected metrics of high-order interdependence. CoRR abs/2404.07140 (2024) - [i90]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Sibson's α-Mutual Information and its Variational Representations. CoRR abs/2405.08352 (2024) - [i89]Ashok Vardhan Makkuva, Marco Bondaschi, Chanakya Ekbote, Adway Girish, Alliot Nagle, Hyeji Kim, Michael Gastpar:
Local to Global: Learning Dynamics and Effect of Initialization for Transformers. CoRR abs/2406.03072 (2024) - [i88]Adway Girish, Alliot Nagle, Marco Bondaschi, Michael Gastpar, Ashok Vardhan Makkuva, Hyeji Kim:
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models. CoRR abs/2407.15504 (2024) - [i87]Nived Rajaraman, Marco Bondaschi, Kannan Ramchandran, Michael Gastpar, Ashok Vardhan Makkuva:
Transformers on Markov Data: Constant Depth Suffices. CoRR abs/2407.17686 (2024) - [i86]Beatriz Borges, Negar Foroutan, Deniz Bayazit, Anna Sotnikova, Syrielle Montariol, Tanya Nazaretzky, Mohammadreza Banaei, Alireza Sakhaeirad, Philippe Servant, Seyed Parsa Neshaei, Jibril Frej, Angelika Romanou, Gail Weiss, Sepideh Mamooler, Zeming Chen, Simin Fan, Silin Gao, Mete Ismayilzada, Debjit Paul, Alexandre Schöpfer, Andrej Janchevski, Anja Tiede, Clarence Linden, Emanuele Troiani, Francesco Salvi, Freya Behrens, Giacomo Orsi, Giovanni Piccioli, Hadrien Sevel, Louis Coulon, Manuela Pineros-Rodriguez, Marin Bonnassies, Pierre Hellich, Puck van Gerwen, Sankalp Gambhir, Solal Pirelli, Thomas Blanchard, Timothée Callens, Toni Abi Aoun, Yannick Calvino Alonso, Yuri Cho, Alberto Silvio Chiappa, Antonio Sclocchi, Étienne Bruno, Florian Hofhammer, Gabriel Pescia, Geovani Rizk, Leello Dadi, Lucas Stoffl, Manoel Horta Ribeiro, Matthieu Bovel, Yueyang Pan, Aleksandra Radenovic, Alexandre Alahi, Alexander Mathis, Anne-Florence Bitbol, Boi Faltings, Cécile Hébert, Devis Tuia, François Maréchal, George Candea, Giuseppe Carleo, Jean-Cédric Chappelier, Nicolas Flammarion, Jean-Marie Fürbringer, Jean-Philippe Pellet, Karl Aberer, Lenka Zdeborová, Marcel Salathé, Martin Jaggi, Martin Rajman, Mathias Payer, Matthieu Wyart, Michael Gastpar, Michele Ceriotti, Ola Svensson, Olivier Lévêque, Paolo Ienne, Rachid Guerraoui, Robert West, Sanidhya Kashyap, Valerio Piazza, Viesturs Simanis, Viktor Kuncak, Volkan Cevher, Philippe Schwaller, Sacha Friedli, Patrick Jermann, Tanja Käser, Antoine Bosselut:
Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants. CoRR abs/2408.11841 (2024) - [i85]Michael Gastpar, Erixhen Sula:
Shannon Bounds for Quadratic Rate-Distortion Problems. CoRR abs/2409.14822 (2024) - [i84]Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger:
Which Algorithms Have Tight Generalization Bounds? CoRR abs/2410.01969 (2024) - [i83]Fernando E. Rosas, Aaron J. Gutknecht, Pedro A. M. Mediano, Michael Gastpar:
Characterising high-order interdependence via entropic conjugation. CoRR abs/2410.10485 (2024) - [i82]Ido Nachum, Marco Bondaschi, Michael Gastpar, Anatoly Khina:
Batch Normalization Decomposed. CoRR abs/2412.02843 (2024) - 2023
- [i81]Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar:
Asymptotically Optimal Generalization Error Bounds for Noisy, Iterative Algorithms. CoRR abs/2302.14518 (2023) - [i80]Amedeo Roberto Esposito, Adrien Vandenbroucque, Michael Gastpar:
Lower Bounds on the Bayesian Risk via Information Measures. CoRR abs/2303.12497 (2023) - [i79]Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger:
Fantastic Generalization Measures are Nowhere to be Found. CoRR abs/2309.13658 (2023) - [i78]Ashok Vardhan Makkuva, Marco Bondaschi, Thijs Vogels, Martin Jaggi, Hyeji Kim, Michael C. Gastpar:
LASER: Linear Compression in Wireless Distributed Optimization. CoRR abs/2310.13033 (2023) - 2022
- [i77]Erixhen Sula, Michael Gastpar:
Shannon Bounds on Lossy Gray-Wyner Networks. CoRR abs/2202.01260 (2022) - [i76]Arda Atalik, Alper Köse, Michael Gastpar:
The Price of Distributed: Rate Loss in the CEO Problem. CoRR abs/2202.01489 (2022) - [i75]Adrien Vandenbroucque, Amedeo Roberto Esposito, Michael Gastpar:
Lower-bounds on the Bayesian Risk in Estimation Procedures via f-Divergences. CoRR abs/2202.02557 (2022) - [i74]Amedeo Roberto Esposito, Adrien Vandenbroucque, Michael Gastpar:
On Sibson's α-Mutual Information. CoRR abs/2202.03951 (2022) - [i73]Amedeo Roberto Esposito, Michael Gastpar:
From Generalisation Error to Transportation-cost Inequalities and Back. CoRR abs/2202.03956 (2022) - [i72]Marco Bondaschi, Michael Gastpar:
Alpha-NML Universal Predictors. CoRR abs/2202.12737 (2022) - [i71]Aditya Pradeep, Ido Nachum, Michael Gastpar:
Finite Littlestone Dimension Implies Finite Information Complexity. CoRR abs/2206.13257 (2022) - 2021
- [i70]Amedeo Roberto Esposito, Diyuan Wu, Michael Gastpar:
On conditional Sibson's α-Mutual Information. CoRR abs/2102.00720 (2021) - [i69]Erixhen Sula, Michael Gastpar:
Lower bound on Wyner's Common Information. CoRR abs/2102.08157 (2021) - [i68]Arda Atalik, Alper Köse, Michael Gastpar:
Entropy of the Conditional Expectation under Gaussian Noise. CoRR abs/2106.04677 (2021) - [i67]Sennur Ulukus, Salman Avestimehr, Michael Gastpar, Syed Ali Jafar, Ravi Tandon, Chao Tian:
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges. CoRR abs/2108.00026 (2021) - [i66]Adriano Pastore, Sung Hoon Lim, Chen Feng, Bobak Nazer, Michael Gastpar:
A Unified Discretization Approach to Compute-Forward: From Discrete to Continuous Inputs. CoRR abs/2110.00132 (2021) - [i65]Ido Nachum, Jan Hazla, Michael Gastpar, Anatoly Khina:
A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs. CoRR abs/2111.02155 (2021) - 2020
- [i64]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Robust Generalization via $α$-Mutual Information. CoRR abs/2001.06399 (2020) - [i63]Michael Gastpar, Erixhen Sula:
Common Information Components Analysis. CoRR abs/2002.00779 (2020) - [i62]Erixhen Sula, Michael Gastpar:
The Gaussian lossy Gray-Wyner network. CoRR abs/2002.01348 (2020) - [i61]Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar:
Learning, compression, and leakage: Minimizing classification error via meta-universal compression principles. CoRR abs/2010.07382 (2020) - 2019
- [i60]Sung Hoon Lim, Chen Feng, Adriano Pastore, Bobak Nazer, Michael Gastpar:
Towards an Algebraic Network Information Theory: Simultaneous Joint Typicality Decoding. CoRR abs/1901.03274 (2019) - [i59]Fernando Rosas, Pedro A. M. Mediano, Michael Gastpar, Henrik J. Jensen:
Quantifying High-order Interdependencies via Multivariate Extensions of the Mutual Information. CoRR abs/1902.11239 (2019) - [i58]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
A New Approach to Adaptive Data Analysis and Learning via Maximal Leakage. CoRR abs/1903.01777 (2019) - [i57]Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar:
Strengthened Information-theoretic Bounds on the Generalization Error. CoRR abs/1903.03787 (2019) - [i56]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Generalization Error Bounds Via Rényi-, f-Divergences and Maximal Leakage. CoRR abs/1912.01439 (2019) - [i55]Erixhen Sula, Michael Gastpar:
Relaxed Wyner's Common Information. CoRR abs/1912.07083 (2019) - 2018
- [i54]Pierre Quinton, Saeid Sahraei, Michael Gastpar:
A Novel Centralized Strategy for Coded Caching with Non-uniform Demands. CoRR abs/1801.10563 (2018) - [i53]Krishnan Eswaran, Michael Gastpar:
Remote Source Coding under Gaussian Noise : Dueling Roles of Power and Entropy Power. CoRR abs/1805.06515 (2018) - [i52]Su Li, Michael Gastpar:
Single-Server Multi-Message Private Information Retrieval with Side Information. CoRR abs/1808.05797 (2018) - [i51]Saeid Sahraei, Pierre Quinton, Michael Gastpar:
The Optimal Memory-Rate Trade-off for the Non-uniform Centralized Caching Problem with Two Files under Uncoded Placement. CoRR abs/1808.07964 (2018) - [i50]Erixhen Sula, Michael Gastpar, Gerhard Kramer:
Sum-Rate Capacity for Symmetric Gaussian Multiple Access Channels with Feedback. CoRR abs/1811.09525 (2018) - [i49]Adriano Pastore, Michael Gastpar:
Locally Differentially-Private Randomized Response for Discrete Distribution Learning. CoRR abs/1811.12257 (2018) - 2017
- [i48]Saeid Sahraei, Michael Gastpar:
GDSP: A Graphical Perspective on the Distributed Storage Systems. CoRR abs/1702.04525 (2017) - [i47]Jingge Zhu, Sung Hoon Lim, Michael Gastpar:
Communication versus Computation: Duality for multiple access channels and source coding. CoRR abs/1707.08621 (2017) - [i46]Saeid Sahraei, Michael Gastpar:
Increasing Availability in Distributed Storage Systems via Clustering. CoRR abs/1710.02653 (2017) - [i45]Su Li, Michael Gastpar:
Cooperative Data Exchange based on MDS Codes. CoRR abs/1712.02306 (2017) - [i44]Erixhen Sula, Jingge Zhu, Adriano Pastore, Sung Hoon Lim, Michael Gastpar:
Compute-Forward Multiple Access (CFMA): Practical Code Design. CoRR abs/1712.10293 (2017) - 2016
- [i43]Chien-Yi Wang, Sung Hoon Lim, Michael Gastpar:
A New Converse Bound for Coded Caching. CoRR abs/1601.05690 (2016) - [i42]Saeid Sahraei, Michael Gastpar:
Multi-Library Coded Caching. CoRR abs/1601.06016 (2016) - [i41]Sung Hoon Lim, Chien-Yi Wang, Michael Gastpar:
Information Theoretic Caching: The Multi-User Case. CoRR abs/1604.02333 (2016) - [i40]Sung Hoon Lim, Chen Feng, Adriano Pastore, Bobak Nazer, Michael Gastpar:
A Joint Typicality Approach to Algebraic Network Information Theory. CoRR abs/1606.09548 (2016) - 2015
- [i39]Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran:
Efficient Algorithms for the Data Exchange Problem. CoRR abs/1502.06149 (2015) - [i38]Chien-Yi Wang, Sung Hoon Lim, Michael Gastpar:
Information-Theoretic Caching: Sequential Coding for Computing. CoRR abs/1504.00553 (2015) - [i37]Zhijie Ren, Jasper Goseling, Jos H. Weber, Michael Gastpar:
Secure Transmission on the Two-hop Relay Channel with Scaled Compute-and-Forward. CoRR abs/1509.04075 (2015) - [i36]Jingge Zhu, Michael Gastpar:
Typical sumsets of linear codes. CoRR abs/1511.08435 (2015) - [i35]Saeid Sahraei, Michael Gastpar:
Polynomially Solvable Instances of the Shortest and Closest Vector Problems with Applications to Compute-and-Forward. CoRR abs/1512.06667 (2015) - [i34]Saeid Sahraei, Michael Gastpar:
$K$ Users Caching Two Files: An Improved Achievable Rate. CoRR abs/1512.06682 (2015) - 2014
- [i33]Jingge Zhu, Michael Gastpar:
Asymmetric Compute-and-Forward with CSIT. CoRR abs/1401.3189 (2014) - [i32]Jingge Zhu, Michael Gastpar:
Lattice Codes for Many-to-One Interference Channels With and Without Cognitive Messages. CoRR abs/1404.0273 (2014) - [i31]Saeid Sahraei, Michael C. Gastpar:
New Shortest Lattice Vector Problems of Polynomial Complexity. CoRR abs/1404.0564 (2014) - [i30]Jingge Zhu, Michael Gastpar:
Multiple Access via Compute-and-Forward. CoRR abs/1407.8463 (2014) - [i29]Saeid Sahraei, Michael Gastpar:
Compute-and-Forward: Finding the Best Equation. CoRR abs/1410.3656 (2014) - 2013
- [i28]Naveen Goela, Emmanuel Abbe, Michael Gastpar:
Polar Codes For Broadcast Channels. CoRR abs/1301.6150 (2013) - [i27]Chien-Yi Wang, Sang-Woon Jeon, Michael Gastpar:
Interactive Computation of Type-Threshold Functions in Collocated Broadcast-Superposition Networks. CoRR abs/1310.2860 (2013) - [i26]Sang-Woon Jeon, Chien-Yi Wang, Michael Gastpar:
Computation Over Gaussian Networks With Orthogonal Components. CoRR abs/1310.7112 (2013) - 2012
- [i25]Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran:
Data Exchange Problem with Helpers. CoRR abs/1202.1612 (2012) - [i24]Naveen Goela, Michael Gastpar:
Reduced-Dimension Linear Transform Coding of Correlated Signals in Networks. CoRR abs/1202.6299 (2012) - [i23]Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran:
Minimum Cost Multicast with Decentralized Sources. CoRR abs/1203.2298 (2012) - [i22]Changho Suh, Naveen Goela, Michael Gastpar:
Approximate Feedback Capacity of the Gaussian Multicast Channel. CoRR abs/1205.4168 (2012) - [i21]Anand D. Sarwate, Michael Gastpar:
Relaxing the Gaussian AVC. CoRR abs/1209.2755 (2012) - [i20]Changho Suh, Michael Gastpar, Naveen Goela:
Computation in Multicast Networks: Function Alignment and Converse Theorems. CoRR abs/1209.3358 (2012) - [i19]Sang-Woon Jeon, Chien-Yi Wang, Michael Gastpar:
Approximate Ergodic Capacity of a Class of Fading 2-user 2-hop Networks. CoRR abs/1210.2182 (2012) - [i18]Jasper Goseling, Michael Gastpar, Jos H. Weber:
Random Access with Physical-layer Network Coding. CoRR abs/1212.5782 (2012) - 2011
- [i17]Bobak Nazer, Michael Gastpar:
Reliable Physical Layer Network Coding. CoRR abs/1102.5724 (2011) - [i16]Galen Reeves, Naveen Goela, Nebojsa Milosavljevic, Michael Gastpar:
A Compressed Sensing Wire-Tap Channel. CoRR abs/1105.2621 (2011) - [i15]Galen Reeves, Michael Gastpar:
On the Role of Diversity in Sparsity Estimation. CoRR abs/1107.5730 (2011) - [i14]Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran:
Optimal Deterministic Polynomial-Time Data Exchange for Omniscience. CoRR abs/1108.6046 (2011) - 2010
- [i13]Galen Reeves, Michael Gastpar:
"Compressed" Compressed Sensing. CoRR abs/1001.4295 (2010) - [i12]Galen Reeves, Michael Gastpar:
Approximate Sparsity Pattern Recovery: Information-Theoretic Lower Bounds. CoRR abs/1002.4458 (2010) - [i11]Jiening Zhan, Bobak Nazer, Uri Erez, Michael Gastpar:
Integer-Forcing Linear Receivers. CoRR abs/1003.5966 (2010) - [i10]Michael Gastpar, Amos Lapidoth, Michèle A. Wigger:
When Feedback Doubles the Prelog in AWGN Networks. CoRR abs/1003.6082 (2010) - [i9]Galen Reeves, Michael Gastpar:
Fundamental Tradeoffs for Sparsity Pattern Recovery. CoRR abs/1006.3128 (2010) - 2009
- [i8]Bobak Nazer, Michael Gastpar, Syed Ali Jafar, Sriram Vishwanath:
Ergodic Interference Alignment. CoRR abs/0901.4379 (2009) - [i7]Bobak Nazer, Michael Gastpar:
Compute-and-Forward: Harnessing Interference through Structured Codes. CoRR abs/0908.2119 (2009) - 2008
- [i6]Bobak Nazer, Michael Gastpar:
The Case for Structured Random Codes in Network Capacity Theorems. CoRR abs/0802.0342 (2008) - [i5]Michèle A. Wigger, Michael Gastpar:
The pre-log of Gaussian broadcast with feedback can be two. CoRR abs/0805.0990 (2008) - [i4]Krishnan Eswaran, Michael Gastpar, Kannan Ramchandran:
Bits through ARQs. CoRR abs/0806.1549 (2008) - 2007
- [i3]Krishnan Eswaran, Anand D. Sarwate, Anant Sahai, Michael Gastpar:
Limited feedback achieves the empirical capacity. CoRR abs/0711.0237 (2007) - [i2]Anand D. Sarwate, Michael Gastpar:
Rateless coding with partial state information at the decoder. CoRR abs/0711.3926 (2007) - [i1]Anand D. Sarwate, Michael Gastpar:
Deterministic list codes for state-constrained arbitrarily varying channels. CoRR abs/cs/0701146 (2007)
Coauthor Index
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