Antony Joseph

According to our database, Antony Joseph authored at least 14 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration.

Man Shi, Vikram Jain, Antony Joseph, Maurice Meijer, Marian Verhelst

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

2023

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

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

2021

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

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2014

Lossy Compression via Sparse Linear Regression: Performance Under Minimum-Distance Encoding.

Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda

IEEE Trans. Inf. Theory, 2014

Fast Sparse Superposition Codes Have Near Exponential Error Probability for $R<{\cal C}$.

Antony Joseph, Andrew R. Barron

IEEE Trans. Inf. Theory, 2014

Impact of regularization on spectral clustering.

Antony Joseph, Bin Yu

Proceedings of the 2014 Information Theory and Applications Workshop, 2014

2013

Variable selection in high-dimension with random designs and orthogonal matching pursuit.

Antony Joseph

J. Mach. Learn. Res., 2013

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

Fast Sparse Superposition Codes have Exponentially Small Error Probability for R < C

Antony Joseph, Andrew R. Barron

CoRR, 2012

Gaussian Rate-Distortion via Sparse Regression over Compact Dictionaries

Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda

CoRR, 2012

Gaussian rate-distortion via sparse linear regression over compact dictionaries.

Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011

Analysis of fast sparse superposition codes.

Andrew R. Barron, Antony Joseph

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

Toward fast reliable communication at rates near capacity with Gaussian noise.

Andrew R. Barron, Antony Joseph

Proceedings of the IEEE International Symposium on Information Theory, 2010

Least squares superposition codes of moderate dictionary size, reliable at rates up to capacity.

Andrew R. Barron, Antony Joseph

Proceedings of the IEEE International Symposium on Information Theory, 2010