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Antony Joseph
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2020 – today
- 2024
- [c8]Man Shi, Vikram Jain, Antony Joseph, Maurice Meijer, Marian Verhelst:
BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration. HPCA 2024: 732-746 - [i5]Man Shi, Steven Colleman, Charlotte VanDeMieroop, Antony Joseph, Maurice Meijer, Wim Dehaene, Marian Verhelst:
CMDS: Cross-layer Dataflow Optimization for DNN Accelerators Exploiting Multi-bank Memories. CoRR abs/2406.14574 (2024) - 2023
- [c7]Man Shi, Steven Colleman, Charlotte VanDeMieroop, Antony Joseph, Maurice Meijer, Wim Dehaene, Marian Verhelst:
CMDS: Cross-layer Dataflow Optimization for DNN Accelerators Exploiting Multi-bank Memories. ISQED 2023: 1-8 - 2021
- [c6]Antony Joseph, Juan Wu, Kaiyan Yu, Lan Jiang, Nathaniel C. Cady, Bing Si:
Function-on-Function Regression for Trajectory Prediction of Small-Scale Particles towards Next-generation Neuromorphic Computing. CASE 2021: 1997-2002
2010 – 2019
- 2014
- [j4]Antony Joseph, Andrew R. Barron:
Fast Sparse Superposition Codes Have Near Exponential Error Probability for $R<{\cal C}$. IEEE Trans. Inf. Theory 60(2): 919-942 (2014) - [j3]Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda:
Lossy Compression via Sparse Linear Regression: Performance Under Minimum-Distance Encoding. IEEE Trans. Inf. Theory 60(6): 3254-3264 (2014) - [c5]Antony Joseph, Bin Yu:
Impact of regularization on spectral clustering. ITA 2014: 1-2 - 2013
- [j2]Antony Joseph:
Variable selection in high-dimension with random designs and orthogonal matching pursuit. J. Mach. Learn. Res. 14(1): 1771-1800 (2013) - 2012
- [j1]Antony Joseph, Andrew R. Barron:
Least Squares Superposition Codes of Moderate Dictionary Size Are Reliable at Rates up to Capacity. IEEE Trans. Inf. Theory 58(5): 2541-2557 (2012) - [c4]Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda:
Gaussian rate-distortion via sparse linear regression over compact dictionaries. ISIT 2012: 368-372 - [i4]Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda:
Gaussian Rate-Distortion via Sparse Regression over Compact Dictionaries. CoRR abs/1202.0840 (2012) - [i3]Antony Joseph, Andrew R. Barron:
Fast Sparse Superposition Codes have Exponentially Small Error Probability for R < C. CoRR abs/1207.2406 (2012) - 2011
- [c3]Andrew R. Barron, Antony Joseph:
Analysis of fast sparse superposition codes. ISIT 2011: 1772-1776 - 2010
- [c2]Andrew R. Barron, Antony Joseph:
Least squares superposition codes of moderate dictionary size, reliable at rates up to capacity. ISIT 2010: 275-279 - [c1]Andrew R. Barron, Antony Joseph:
Toward fast reliable communication at rates near capacity with Gaussian noise. ISIT 2010: 315-319 - [i2]Andrew R. Barron, Antony Joseph:
Least Squares Superposition Codes of Moderate Dictionary Size, Reliable at Rates up to Capacity. CoRR abs/1006.3780 (2010) - [i1]Andrew R. Barron, Antony Joseph:
Toward Fast Reliable Communication at Rates Near Capacity with Gaussian Noise. CoRR abs/1006.3870 (2010)
Coauthor Index
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