activity
20062026
most citedClassification vs regression in overparameterized regimes: Does the loss function matter?

45 citations · 293 across the 45 of their papers we have counts for

collaborators
Showing 2007Show all

7 papers · 1 filter

cs.IT2007

The source coding game with a cheating switcher

Hari Palaiyanur, Cheng Chang, Anant Sahai

Motivated by the lossy compression of an active-vision video stream, we consider the problem of finding the rate-distortion function of an arbitrarily varying source (AVS) composed…

cs.IT2007★ 11 cited

The price of ignorance: The impact of side-information on delay for lossless source-coding

Cheng Chang, Anant Sahai

Inspired by the context of compressing encrypted sources, this paper considers the general tradeoff between rate, end-to-end delay, and probability of error for lossless source cod…

cs.IT2007★ 11 cited

Balancing forward and feedback error correction for erasure channels with unreliable feedback

Anant Sahai

The traditional information theoretic approach to studying feedback is to consider ideal instantaneous high-rate feedback of the channel outputs to the encoder. This was acceptable…

cs.IT2007★ 43 cited

Zero-rate feedback can achieve the empirical capacity

Krishnan Eswaran, Anand D. Sarwate, Anant Sahai +1

The utility of limited feedback for coding over an individual sequence of DMCs is investigated. This study complements recent results showing how limited or noisy feedback can boos…

cs.IT2007★ 5 cited

Sequential decoding for lossless streaming source coding with side information

Hari Palaiyanur, Anant Sahai

The problem of lossless fixed-rate streaming coding of discrete memoryless sources with side information at the decoder is studied. A random time-varying tree-code is used to seque…

cs.IT2007★ 14 cited

What is needed to exploit knowledge of primary transmissions?

Pulkit Grover, Anant Sahai

Recently, Tarokh and others have raised the possibility that a cognitive radio might know the interference signal being transmitted by a strong primary user in a non-causal way, an…