
Compressing Multisets with Large Alphabets
Current methods that optimally compress multisets are not suitable for h...
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Universal RateDistortionPerception Representations for Lossy Compression
In the context of lossy compression, Blau Michaeli (2019) adopt a ma...
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Twoterminal Erasure SourceBroadcast with Feedback
We study the effects of introducing a feedback channel in the tworeceiv...
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Markov Rewards Processes with Impulse Rewards and Absorbing States
We study the expected accumulated reward for a discretetime Markov rewa...
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On the Generalization of Stochastic Gradient Descent with Momentum
While momentumbased methods, in conjunction with stochastic gradient de...
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Improving Lossless Compression Rates via Monte Carlo BitsBack Coding
Latent variable models have been successfully applied in lossless compre...
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Streaming Erasure Codes over the Multiple Access Relay Channel
Applications where multiple users communicate with a common server and d...
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Streaming Erasure Codes over Multihop Relay Network
This paper studies lowlatency streaming codes for the multihop network...
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TimeResolved fMRI Shared Response Model using Gaussian Process Factor Analysis
Multisubject fMRI studies are challenging due to the high variability o...
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Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms
The informationtheoretic framework of Russo and J. Zou (2016) and Xu an...
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Sequential Classification with Empirically Observed Statistics
Motivated by realworld machine learning applications, we consider a sta...
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InformationTheoretic Generalization Bounds for SGLD via DataDependent Estimates
In this work, we improve upon the stepwise analysis of noisy iterative l...
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LowLatency NetworkAdaptive Error Control for Interactive Streaming
We introduce a novel networkadaptive algorithm that is suitable for all...
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An Explicit RateOptimal Streaming Code for Channels with Burst and Arbitrary Erasures
In this paper, we consider transmitting a sequence of messages (a stream...
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Maximal Information Leakage based Privacy Preserving Data Disclosure Mechanisms
It is often necessary to disclose training data to the public domain, wh...
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An Explicit Construction of Optimal Streaming Codes for Channels with Burst and Arbitrary Erasures
This paper presents a new construction of error correcting codes which a...
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Optimal Multiplexed Erasure Codes for Streaming Messages with Different Decoding Delays
This paper considers multiplexing two sequences of messages with two dif...
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On the Stability and Convergence of Stochastic Gradient Descent with Momentum
While momentumbased methods, in conjunction with the stochastic gradien...
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Optimal Streaming Erasure Codes over the ThreeNode Relay Network
This paper investigates lowlatency streaming codes for a threenode rel...
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A Survey of Physical Layer Security Techniques for 5G Wireless Networks and Challenges Ahead
Physical layer security which safeguards data confidentiality based on t...
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Optimal Streaming Codes for Channels with Burst and Arbitrary Erasures
This paper considers transmitting a sequence of messages (a streaming so...
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Ashish Khisti
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