output
20142026
most citedAutomated Reinforcement Learning (AutoRL): A Survey and Open Problems

91 citations

Showing cs.ITShow all

5 papers · 1 filter

cs.IT2021★ 15 cited

On the Impact of Channel Estimation on the Design and Analysis of IRSA based Systems

Chirag Ramesh Srivatsa, Chandra R. Murthy

Irregular repetition slotted aloha (IRSA) is a distributed grant-free random access protocol where users transmit multiple replicas of their packets to a base station (BS). The BS…

cs.IT2021★ 3 cited

Universal Gaussian Quantization with Side Information using Polar Lattices

Shubham Jha

We consider universal quantization with side information for Gaussian observations, where the side information is a noisy version of the sender's observation with noise variance un…

cs.IT2020★ 5 cited

Latency optimal storage and scheduling of replicated fragments for memory-constrained servers

Rooji Jinan, Ajay Badita, Pradeep Sarvepalli +1

We consider the setting of distributed storage system where a single file is subdivided into smaller fragments of same size which are then replicated with a common replication fact…

cs.IT2020★ 3 cited

Tracking an Auto-Regressive Process with Limited Communication per Unit Time

Rooji Jinan, Parimal Parag, Himanshu Tyagi

Samples from a high-dimensional AR[1] process are observed by a sender which can communicate only finitely many bits per unit time to a receiver. The receiver seeks to form an esti…

cs.IT2017★ 16 cited

Unifying Message Passing Algorithms Under the Framework of Constrained Bethe Free Energy Minimization

Dan Zhang, Xiaohang Song, Wenjin Wang +2

Variational message passing (VMP), belief propagation (BP) and expectation propagation (EP) have found their wide applications in complex statistical signal processing problems. In…