Antony Joseph

18 papers A* 1B 4Misc 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration.
CoRR
Man Shi, Vikram Jain, Antony Joseph, Maurice Meijer, Marian Verhelst
2024 A* conf
BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration.
HPCA
Man Shi, Vikram Jain, Antony Joseph, Maurice Meijer, Marian Verhelst
2024 J jnl
CMDS: Cross-layer Dataflow Optimization for DNN Accelerators Exploiting Multi-bank Memories.
CoRR
Man Shi, Steven Colleman, Charlotte VanDeMieroop, Antony Joseph, Maurice Meijer, Wim Dehaene, Marian Verhelst
2023 — conf
CMDS: Cross-layer Dataflow Optimization for DNN Accelerators Exploiting Multi-bank Memories.
ISQED
Man Shi, Steven Colleman, Charlotte VanDeMieroop, Antony Joseph, Maurice Meijer, Wim Dehaene, Marian Verhelst
2021 — conf
Function-on-Function Regression for Trajectory Prediction of Small-Scale Particles towards Next-generation Neuromorphic Computing.
CASE
Antony Joseph, Juan Wu, Kaiyan Yu, Lan Jiang, Nathaniel C. Cady, Bing Si
2014 J jnl
Fast Sparse Superposition Codes Have Near Exponential Error Probability for $R<{\cal C}$.
IEEE Trans. Inf. Theory
Antony Joseph, Andrew R. Barron
2014 Misc conf
Impact of regularization on spectral clustering.
ITA
Antony Joseph, Bin Yu
2014 J jnl
Lossy Compression via Sparse Linear Regression: Performance Under Minimum-Distance Encoding.
IEEE Trans. Inf. Theory
Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda
2013 J jnl
Variable selection in high-dimension with random designs and orthogonal matching pursuit.
J. Mach. Learn. Res.
Antony Joseph
2012 J jnl
Fast Sparse Superposition Codes have Exponentially Small Error Probability for R < C
CoRR
Antony Joseph, Andrew R. Barron
2012 J jnl
Gaussian Rate-Distortion via Sparse Regression over Compact Dictionaries
CoRR
Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda
2012 B conf
Gaussian rate-distortion via sparse linear regression over compact dictionaries.
ISIT
Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda
2012 J jnl
Least Squares Superposition Codes of Moderate Dictionary Size Are Reliable at Rates up to Capacity.
IEEE Trans. Inf. Theory
Antony Joseph, Andrew R. Barron
2011 B conf
Analysis of fast sparse superposition codes.
ISIT
Andrew R. Barron, Antony Joseph
2010 J jnl
Least Squares Superposition Codes of Moderate Dictionary Size, Reliable at Rates up to Capacity
CoRR
Andrew R. Barron, Antony Joseph
2010 B conf
Least squares superposition codes of moderate dictionary size, reliable at rates up to capacity.
ISIT
Andrew R. Barron, Antony Joseph
2010 J jnl
Toward Fast Reliable Communication at Rates Near Capacity with Gaussian Noise
CoRR
Andrew R. Barron, Antony Joseph
2010 B conf
Toward fast reliable communication at rates near capacity with Gaussian noise.
ISIT
Andrew R. Barron, Antony Joseph