Antony Joseph

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 4

Top Topics

Error Probability

Top Venues

IEEE Trans. Inf. Theory

Publications

Man Shi, Vikram Jain, Antony Joseph, Maurice Meijer, Marian Verhelst
BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration. HPCA (2024)
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 (2024)
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)
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)
Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda
Lossy Compression via Sparse Linear Regression: Performance Under Minimum-Distance Encoding. IEEE Trans. Inf. Theory 60 (6) (2014)
Antony Joseph, Bin Yu
Impact of regularization on spectral clustering. ITA (2014)
Antony Joseph, Andrew R. Barron
Fast Sparse Superposition Codes Have Near Exponential Error Probability for $R<{\cal C}$. IEEE Trans. Inf. Theory 60 (2) (2014)
Antony Joseph
Variable selection in high-dimension with random designs and orthogonal matching pursuit. J. Mach. Learn. Res. 14 (1) (2013)
Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda
Gaussian Rate-Distortion via Sparse Regression over Compact Dictionaries CoRR (2012)
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) (2012)
Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda
Gaussian rate-distortion via sparse linear regression over compact dictionaries. ISIT (2012)
Antony Joseph, Andrew R. Barron
Fast Sparse Superposition Codes have Exponentially Small Error Probability for R < C CoRR (2012)
Andrew R. Barron, Antony Joseph
Analysis of fast sparse superposition codes. ISIT (2011)
Andrew R. Barron, Antony Joseph
Least squares superposition codes of moderate dictionary size, reliable at rates up to capacity. ISIT (2010)
Andrew R. Barron, Antony Joseph
Least Squares Superposition Codes of Moderate Dictionary Size, Reliable at Rates up to Capacity CoRR (2010)
Andrew R. Barron, Antony Joseph
Toward fast reliable communication at rates near capacity with Gaussian noise. ISIT (2010)
Andrew R. Barron, Antony Joseph
Toward Fast Reliable Communication at Rates Near Capacity with Gaussian Noise CoRR (2010)