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ORCIDEmmanuel J. Candès
- > Home > Persons > Emmanuel J. Candès
Publications
- 2024
[c27]Tijana Zrnic, Emmanuel J. Candès:
Active Statistical Inference. ICML 2024- [i50]Zitong Yang, Emmanuel J. Candès, Lihua Lei:
Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series. CoRR abs/2402.05203 (2024) - [i48]Tijana Zrnic, Emmanuel J. Candès:
Active Statistical Inference. CoRR abs/2403.03208 (2024) - 2023
- [j46]Ying Jin, Emmanuel J. Candès:
Selection by Prediction with Conformal p-values. J. Mach. Learn. Res. 24: 244:1-244:41 (2023) - [j45]Parth Nobel
, Emmanuel J. Candès, Stephen P. Boyd:
Tractable Evaluation of Stein's Unbiased Risk Estimate With Convex Regularizers. IEEE Trans. Signal Process. 71: 4330-4341 (2023) - [c26]Anastasios Angelopoulos, Emmanuel J. Candès, Ryan J. Tibshirani:
Conformal PID Control for Time Series Prediction. NeurIPS 2023 - [c25]Kexin Huang, Ying Jin, Emmanuel J. Candès, Jure Leskovec:
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks. NeurIPS 2023 - [i45]Kexin Huang, Ying Jin, Emmanuel J. Candès, Jure Leskovec:
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks. CoRR abs/2305.14535 (2023) - [i44]Anastasios N. Angelopoulos, Emmanuel J. Candès, Ryan J. Tibshirani:
Conformal PID Control for Time Series Prediction. CoRR abs/2307.16895 (2023) - [i43]Tijana Zrnic, Emmanuel J. Candès:
Cross-Prediction-Powered Inference. CoRR abs/2309.16598 (2023) - 2022
- [j44]Charmaine Chia, Matteo Sesia, Chi-Sing Ho, Stefanie S. Jeffrey, Jennifer A. Dionne, Emmanuel J. Candès, Roger T. Howe:
Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets. IEEE J. Biomed. Health Informatics 26(2): 740-748 (2022) - 2021
- [i39]Anastasios N. Angelopoulos, Stephen Bates, Emmanuel J. Candès, Michael I. Jordan, Lihua Lei:
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control. CoRR abs/2110.01052 (2021) - 2020
- [c23]Yaniv Romano, Stephen Bates, Emmanuel J. Candès:
Achieving Equalized Odds by Resampling Sensitive Attributes. NeurIPS 2020 - [c22]Yaniv Romano, Matteo Sesia, Emmanuel J. Candès:
Classification with Valid and Adaptive Coverage. NeurIPS 2020 - [i38]Yaniv Romano, Stephen Bates, Emmanuel J. Candès:
Achieving Equalized Odds by Resampling Sensitive Attributes. CoRR abs/2006.04292 (2020) - 2019
- [c21]Ryan J. Tibshirani, Rina Foygel Barber, Emmanuel J. Candès, Aaditya Ramdas:
Conformal Prediction Under Covariate Shift. NeurIPS 2019: 2526-2536 - [c20]Yaniv Romano, Evan Patterson, Emmanuel J. Candès:
Conformalized Quantile Regression. NeurIPS 2019: 3538-3548 - [i37]David A. Barmherzig, Ju Sun, Emmanuel J. Candès, T. J. Lane, Po-Nan Li:
Holographic Phase Retrieval and Optimal Reference Design. CoRR abs/1901.06453 (2019) - [i36]David A. Barmherzig, Ju Sun, Emmanuel J. Candès, T. J. Lane, Po-Nan Li:
Dual-Reference Design for Holographic Coherent Diffraction Imaging. CoRR abs/1902.02492 (2019) - [i35]Yaniv Romano, Rina Foygel Barber, Chiara Sabatti, Emmanuel J. Candès:
With Malice Towards None: Assessing Uncertainty via Equalized Coverage. CoRR abs/1908.05428 (2019) - 2017
- [i34]Pragya Sur, Yuxin Chen, Emmanuel J. Candès:
The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square. CoRR abs/1706.01191 (2017) - 2016
- [j43]Weijie Su, Stephen P. Boyd, Emmanuel J. Candès:
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights. J. Mach. Learn. Res. 17: 153:1-153:43 (2016) - [j42]Veniamin I. Morgenshtern, Emmanuel J. Candès:
Super-Resolution of Positive Sources: The Discrete Setup. SIAM J. Imaging Sci. 9(1): 412-444 (2016) - [i33]Yuxin Chen, Emmanuel J. Candès:
The Projected Power Method: An Efficient Algorithm for Joint Alignment from Pairwise Differences. CoRR abs/1609.05820 (2016) - 2015
- [j40]Brendan O'Donoghue, Emmanuel J. Candès:
Adaptive Restart for Accelerated Gradient Schemes. Found. Comput. Math. 15(3): 715-732 (2015) - [j39]Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski:
Phase Retrieval via Matrix Completion. SIAM Rev. 57(2): 225-251 (2015) - [j38]Emmanuel J. Candès, Xiaodong Li, Mahdi Soltanolkotabi:
Phase Retrieval via Wirtinger Flow: Theory and Algorithms. IEEE Trans. Inf. Theory 61(4): 1985-2007 (2015) - [c19]Yuxin Chen, Emmanuel J. Candès:
Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems. NIPS 2015: 739-747 - [i32]Emmanuel J. Candès, Weijie Su:
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax. CoRR abs/1503.08393 (2015) - [i31]Veniamin I. Morgenshtern, Emmanuel J. Candès:
Super-Resolution of Positive Sources: the Discrete Setup. CoRR abs/1504.00717 (2015) - [i30]Yuxin Chen, Emmanuel J. Candès:
Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems. CoRR abs/1505.05114 (2015) - [i29]Weijie Su, Malgorzata Bogdan, Emmanuel J. Candès:
False Discoveries Occur Early on the Lasso Path. CoRR abs/1511.01957 (2015) - 2014
- [j37]Emmanuel J. Candès, Xiaodong Li:
Solving Quadratic Equations via PhaseLift When There Are About as Many Equations as Unknowns. Found. Comput. Math. 14(5): 1017-1026 (2014) - [c18]Weijie Su, Stephen P. Boyd, Emmanuel J. Candès:
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights. NIPS 2014: 2510-2518 - [i28]Emmanuel J. Candès, Xiaodong Li, Mahdi Soltanolkotabi:
Phase Retrieval via Wirtinger Flow: Theory and Algorithms. CoRR abs/1407.1065 (2014) - 2013
- [j36]Emmanuel J. Candès, Benjamin Recht:
Simple bounds for recovering low-complexity models. Math. Program. 141(1-2): 577-589 (2013) - [j35]Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski:
Phase Retrieval via Matrix Completion. SIAM J. Imaging Sci. 6(1): 199-225 (2013) - [j34]Ery Arias-Castro, Emmanuel J. Candès, Mark A. Davenport:
On the Fundamental Limits of Adaptive Sensing. IEEE Trans. Inf. Theory 59(1): 472-481 (2013) - [j33]Emmanuel J. Candès, Carlos A. Sing-Long, Joshua D. Trzasko:
Unbiased Risk Estimates for Singular Value Thresholding and Spectral Estimators. IEEE Trans. Signal Process. 61(19): 4643-4657 (2013) - [c17]Emmanuel J. Candès, Stephen Becker:
Compressive sensing: Principles and hardware implementations. ESSCIRC 2013: 22-23 - [i27]Mahdi Soltanolkotabi, Ehsan Elhamifar, Emmanuel J. Candès:
Robust Subspace Clustering. CoRR abs/1301.2603 (2013) - [i26]Makhlad Chahid, Jérôme Bobin, Hamed Shams Mousavi, Emmanuel J. Candès, Maxime Dahan, Vincent Studer:
Hyperspectral fluorescence microscopy based on Compressive Sampling. CoRR abs/1307.4610 (2013) - [i24]Emmanuel J. Candès, Xiaodong Li, Mahdi Soltanolkotabi:
Phase Retrieval from masked Fourier transforms. CoRR abs/1310.3240 (2013) - 2012
- [j32]Emmanuel J. Candès, Benjamin Recht:
Exact matrix completion via convex optimization. Commun. ACM 55(6): 111-119 (2012) - [j31]Michael B. Wakin, Stephen Becker, Eric B. Nakamura, Michael C. Grant, Emilio A. Sovero, Daniel Ching, Juhwan Yoo, Justin K. Romberg, Azita Emami-Neyestanak, Emmanuel J. Candès:
A Nonuniform Sampler for Wideband Spectrally-Sparse Environments. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(3): 516-529 (2012) - [j30]Juhwan Yoo, Christopher K. Turnes, Eric B. Nakamura, Chi K. Le, Stephen Becker, Emilio A. Sovero, Michael B. Wakin, Michael C. Grant, Justin K. Romberg, Azita Emami-Neyestanak, Emmanuel J. Candès:
A Compressed Sensing Parameter Extraction Platform for Radar Pulse Signal Acquisition. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(3): 626-638 (2012) - [c15]Juhwan Yoo, Stephen Becker, Manuel Monge, Matthew Loh, Emmanuel J. Candès, Azita Emami-Neyestanak:
Design and implementation of a fully integrated compressed-sensing signal acquisition system. ICASSP 2012: 5325-5328 - [i22]Emmanuel J. Candès, Xiaodong Li:
Solving Quadratic Equations via PhaseLift when There Are About As Many Equations As Unknowns. CoRR abs/1208.6247 (2012) - [i21]Ewout van den Berg, Emmanuel J. Candès, Garry Chinn, Craig S. Levin, Peter D. Olcott, Carlos A. Sing-Long:
A single-photon sampling architecture for solid-state imaging. CoRR abs/1209.2262 (2012) - [i19]Emmanuel J. Candès, Mahdi Soltanolkotabi:
Discussion: Latent variable graphical model selection via convex optimization. CoRR abs/1211.0817 (2012) - 2011
- [j29]Emmanuel J. Candès, Xiaodong Li, Yi Ma, John Wright:
Robust principal component analysis? J. ACM 58(3): 11:1-11:37 (2011) - [j28]Stephen Becker, Emmanuel J. Candès, Michael C. Grant:
Templates for convex cone problems with applications to sparse signal recovery. Math. Program. Comput. 3(3): 165-218 (2011) - [j27]Stephen Becker, Jérôme Bobin, Emmanuel J. Candès:
NESTA: A Fast and Accurate First-Order Method for Sparse Recovery. SIAM J. Imaging Sci. 4(1): 1-39 (2011) - [j26]Emmanuel J. Candès, Yaniv Plan:
Tight Oracle Inequalities for Low-Rank Matrix Recovery From a Minimal Number of Noisy Random Measurements. IEEE Trans. Inf. Theory 57(4): 2342-2359 (2011) - [j25]Emmanuel J. Candès, Yaniv Plan:
A Probabilistic and RIPless Theory of Compressed Sensing. IEEE Trans. Inf. Theory 57(11): 7235-7254 (2011) - [i18]Emmanuel J. Candès, Mark A. Davenport:
How well can we estimate a sparse vector? CoRR abs/1104.5246 (2011) - [i17]Emmanuel J. Candès, Benjamin Recht:
Simple Bounds for Low-complexity Model Reconstruction. CoRR abs/1106.1474 (2011) - [i16]Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski:
Phase Retrieval via Matrix Completion. CoRR abs/1109.0573 (2011) - [i15]Emmanuel J. Candès, Thomas Strohmer, Vladislav Voroninski:
PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming. CoRR abs/1109.4499 (2011) - [i14]Ery Arias-Castro, Emmanuel J. Candès, Mark A. Davenport:
On the Fundamental Limits of Adaptive Sensing. CoRR abs/1111.4646 (2011) - [i13]Mahdi Soltanolkotabi, Emmanuel J. Candès:
A Geometric Analysis of Subspace Clustering with Outliers. CoRR abs/1112.4258 (2011) - 2010
- [j24]Richard G. Baraniuk, Emmanuel J. Candès, Michael Elad, Yi Ma:
Applications of Sparse Representation and Compressive Sensing. Proc. IEEE 98(6): 906-909 (2010) - [j23]Emmanuel J. Candès, Yaniv Plan:
Matrix Completion With Noise. Proc. IEEE 98(6): 925-936 (2010) - [j22]Jian-Feng Cai, Emmanuel J. Candès, Zuowei Shen:
A Singular Value Thresholding Algorithm for Matrix Completion. SIAM J. Optim. 20(4): 1956-1982 (2010) - [j21]Argyrios Zymnis, Stephen P. Boyd, Emmanuel J. Candès:
Compressed Sensing With Quantized Measurements. IEEE Signal Process. Lett. 17(2): 149-152 (2010) - [j20]Emmanuel J. Candès, Terence Tao:
The power of convex relaxation: near-optimal matrix completion. IEEE Trans. Inf. Theory 56(5): 2053-2080 (2010) - [c14]Arvind Ganesh, John Wright, Xiaodong Li, Emmanuel J. Candès, Yi Ma:
Dense error correction for low-rank matrices via Principal Component Pursuit. ISIT 2010: 1513-1517 - [c13]Zihan Zhou, Xiaodong Li, John Wright, Emmanuel J. Candès, Yi Ma:
Stable Principal Component Pursuit. ISIT 2010: 1518-1522 - [i12]Emmanuel J. Candès, Yaniv Plan:
Tight oracle bounds for low-rank matrix recovery from a minimal number of random measurements. CoRR abs/1001.0339 (2010) - [i11]Arvind Ganesh, John Wright, Xiaodong Li, Emmanuel J. Candès, Yi Ma:
Dense Error Correction for Low-Rank Matrices via Principal Component Pursuit. CoRR abs/1001.2362 (2010) - [i10]Zihan Zhou, Xiaodong Li, John Wright, Emmanuel J. Candès, Yi Ma:
Stable Principal Component Pursuit. CoRR abs/1001.2363 (2010) - [i9]Emmanuel J. Candès, Yonina C. Eldar, Deanna Needell:
Compressed Sensing with Coherent and Redundant Dictionaries. CoRR abs/1005.2613 (2010) - [i8]Emmanuel J. Candès, Yaniv Plan:
A probabilistic and RIPless theory of compressed sensing. CoRR abs/1011.3854 (2010) - 2009
- [j19]Emmanuel J. Candès, Benjamin Recht:
Exact Matrix Completion via Convex Optimization. Found. Comput. Math. 9(6): 717-772 (2009) - [j18]Emmanuel J. Candès, Laurent Demanet, Lexing Ying:
A Fast Butterfly Algorithm for the Computation of Fourier Integral Operators. Multiscale Model. Simul. 7(4): 1727-1750 (2009) - [c11]Emmanuel J. Candès, Yaniv Plan:
Accurate low-rank matrix recovery from a small number of linear measurements. Allerton 2009: 1223-1230 - [c10]Jérôme Bobin, Emmanuel J. Candès:
A fast and accurate first-order algorithm for compressed sensing. ICIP 2009: 1457-1460 - [i7]Emmanuel J. Candès, Terence Tao:
The Power of Convex Relaxation: Near-Optimal Matrix Completion. CoRR abs/0903.1476 (2009) - [i6]Emmanuel J. Candès, Yaniv Plan:
Matrix Completion With Noise. CoRR abs/0903.3131 (2009) - [i5]Emmanuel J. Candès, Yaniv Plan:
Accurate low-rank matrix recovery from a small number of linear measurements. CoRR abs/0910.0413 (2009) - [i4]Emmanuel J. Candès, Xiaodong Li, Yi Ma, John Wright:
Robust Principal Component Analysis? CoRR abs/0912.3599 (2009) - 2008
- [j17]Richard G. Baraniuk, Emmanuel J. Candès, Robert D. Nowak, Martin Vetterli:
Compressive Sampling [From the Guest Editors]. IEEE Signal Process. Mag. 25(2): 12-13 (2008) - [j16]Emmanuel J. Candès, Michael B. Wakin:
An Introduction To Compressive Sampling. IEEE Signal Process. Mag. 25(2): 21-30 (2008) - [c8]Maryam Fazel, Emmanuel J. Candès, Ben Recht, Pablo A. Parrilo:
Compressed sensing and robust recovery of low rank matrices. ACSCC 2008: 1043-1047 - [c7]Emmanuel J. Candès, Benjamin Recht:
Exact low-rank matrix completion via convex optimization. Allerton 2008: 806-812 - [i3]Emmanuel J. Candès, Benjamin Recht:
Exact Matrix Completion via Convex Optimization. CoRR abs/0805.4471 (2008) - 2007
- [j14]Emmanuel J. Candès, Justin K. Romberg:
Errata for Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions. Found. Comput. Math. 7(4): 529-531 (2007) - [j13]Emmanuel J. Candès, Laurent Demanet, Lexing Ying:
Fast Computation of Fourier Integral Operators. SIAM J. Sci. Comput. 29(6): 2464-2493 (2007) - [c6]Emmanuel J. Candès, Nathaniel Braun, Michael B. Wakin:
Sparse Signal and Image Recovery from Compressive Samples. ISBI 2007: 976-979 - 2006
- [j12]Emmanuel J. Candès, Justin K. Romberg:
Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions. Found. Comput. Math. 6(2): 227-254 (2006) - [j11]Lexing Ying, Emmanuel J. Candès:
Fast geodesics computation with the phase flow method. J. Comput. Phys. 220(1): 6-18 (2006) - [j10]Lexing Ying, Emmanuel J. Candès:
The phase flow method. J. Comput. Phys. 220(1): 184-215 (2006) - [j9]Emmanuel J. Candès, Laurent Demanet, David L. Donoho, Lexing Ying:
Fast Discrete Curvelet Transforms. Multiscale Model. Simul. 5(3): 861-899 (2006) - [j8]Emmanuel J. Candès, Justin K. Romberg, Terence Tao:
Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Inf. Theory 52(2): 489-509 (2006) - [j7]Emmanuel J. Candès, Terence Tao:
Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies? IEEE Trans. Inf. Theory 52(12): 5406-5425 (2006) - [c5]Emmanuel J. Candès, Justin K. Romberg:
Encoding the \ell_p Ball from Limited Measurements. DCC 2006: 33-42 - [c4]Emmanuel J. Candès, Justin K. Romberg:
Robust Signal Recovery from Incomplete Observations. ICIP 2006: 1281-1284 - 2005
- [j6]Emmanuel J. Candès, Terence Tao:
Decoding by linear programming. IEEE Trans. Inf. Theory 51(12): 4203-4215 (2005) - [c3]Emmanuel J. Candès, Justin K. Romberg:
Signal recovery from random projections. Computational Imaging 2005: 76-86 - [c2]Emmanuel J. Candès, Mark Rudelson, Terence Tao, Roman Vershynin:
Error Correction via Linear Programming. FOCS 2005: 295-308 - [i1]Emmanuel J. Candès, Terence Tao:
Decoding by Linear Programming. CoRR abs/math/0502327 (2005) - 2003
- [j5]Jean-Luc Starck, Fionn Murtagh, Emmanuel J. Candès, David L. Donoho:
Gray and color image contrast enhancement by the curvelet transform. IEEE Trans. Image Process. 12(6): 706-717 (2003) - 2002
- [j3]Jean-Luc Starck, Emmanuel J. Candès, David L. Donoho:
The curvelet transform for image denoising. IEEE Trans. Image Process. 11(6): 670-684 (2002) - 2001
- [j2]Emmanuel J. Candès, David L. Donoho:
Curvelets and Curvilinear Integrals. J. Approx. Theory 113(1): 59-90 (2001)
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