Least squares superposition codes of moderate dictionary size, reliable at rates up to capacity. - Andrew R. Barron; Antony Joseph (ISIT, 2010)

Toward fast reliable communication at rates near capacity with Gaussian noise. - Andrew R. Barron; Antony Joseph (ISIT, 2010)

Analysis of fast sparse superposition codes. - Andrew R. Barron; Antony Joseph (ISIT, 2011)

Gaussian rate-distortion via sparse linear regression over compact dictionaries. - Ramji Venkataramanan; Antony Joseph; Sekhar Tatikonda (ISIT, 2012)

Gaussian Rate-Distortion via Sparse Regression over Compact Dictionaries - Ramji Venkataramanan; Antony Joseph; Sekhar Tatikonda (CoRR, 2012)

Fast Sparse Superposition Codes have Exponentially Small Error Probability for R < C - Antony Joseph; Andrew R. Barron (CoRR, 2012)

Least Squares Superposition Codes of Moderate Dictionary Size Are Reliable at Rates up to Capacity. - Antony Joseph; Andrew R. Barron (IEEE Trans. Inf. Theory, 2012)

Variable selection in high-dimension with random designs and orthogonal matching pursuit. - Antony Joseph (J. Mach. Learn. Res., 2013)

Impact of regularization on spectral clustering. - Antony Joseph; Bin Yu 001 (ITA, 2014)

Fast Sparse Superposition Codes Have Near Exponential Error Probability for $R<{ cal C}$. - Antony Joseph; Andrew R. Barron (IEEE Trans. Inf. Theory, 2014)

Lossy Compression via Sparse Linear Regression: Performance Under Minimum-Distance Encoding. - Ramji Venkataramanan; Antony Joseph; Sekhar Tatikonda (IEEE Trans. Inf. Theory, 2014)

Function-on-Function Regression for Trajectory Prediction of Small-Scale Particles towards Next-generation Neuromorphic Computing. - Antony Joseph; Juan Wu; Kaiyan Yu; Lan Jiang; Nathaniel C. Cady; Bing Si (CASE, 2021)

CMDS: Cross-layer Dataflow Optimization for DNN Accelerators Exploiting Multi-bank Memories. - Man Shi; Steven Colleman; Charlotte VanDeMieroop; Antony Joseph; Maurice Meijer; Wim Dehaene; Marian Verhelst (ISQED, 2023)

BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration. - Man Shi; Vikram Jain; Antony Joseph; Maurice Meijer; Marian Verhelst (HPCA, 2024)