R. Srikant - Publications, H-index & Citations

R. Srikant

University of Illinois System

78H指数

524论文数

2.5W被引数

收录论文 78

发表时间

Rates of Convergence in the Central Limit Theorem for Markov Chains, with an Application to TD Learning 马尔可夫链中心极限定理中的收敛速率，及其在TD学习中的应用

Mathematics of Operations Research

IF1.9

2025-10-01

PREAI

Srikant, R.

Adaptive KL-UCB Based Bandit Algorithms for Markovian and IID Settings

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2024-04-01

OAAI

Roy, Arghyadip; Shakkottai, Sanjay; Srikant, R.

Finite Sample Analysis for Structured Discrete System Identification

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2023-10-01

PREAI

Xie, Xiaotian; Katselis, Dimitrios; Beck, Carolyn L.; Srikant, R.

Sample Complexity and Overparameterization Bounds for Temporal-Difference Learning With Neural Network Approximation 具有神经网络逼近的时间差分学习的样本复杂度和过参数化边界

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2023-05-01

OAAI

Cayci, Semih; Satpathi, Siddhartha; He, Niao; Srikant, R.

3M-RL: Multi-Resolution, Multi-Agent, Mean-Field Reinforcement Learning for Autonomous UAV Routing 3M-RL: 多分辨率、多智能体、平均场强化学习的自主无人机路径选择

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-07-01

OAAI

Wang, Weichang; Liu, Yongming; Srikant, Rayadurgam; Ying, Lei

The Global Landscape of Neural Networks: An Overview

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-09-01

OAAI

Sun, Ruoyu; Li, Dawei; Liang, Shiyu; Ding, Tian; Srikant, Rayadurgam

Identification and Asymptotic Localization of Rumor Sources Using the Method of Types

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2020-07-01

OAAI

Kesavareddigari, Himaja; Spencer, Sam; Eryilmaz, Atilla; Srikant, R.

Learning Latent Events From Network Message Logs

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2019-08-01

OAAI

Satpathi, Siddhartha; Deb, Supratim; Srikant, R.; Yan, He

Mixing Times and Structural Inference for Bernoulli Autoregressive Processes

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2019-07-01

PREAI

Katselis, Dimitrios; Beck, Carolyn L.; Srikant, R.

On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2017-11-01

OAAI

Cohen, Kobi; Nedic, Angelia; Srikant, R.

Distributed Learning Algorithms for Spectrum Sharing in Spatial Random Access Wireless Networks

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2017-06-01

OAAI

Cohen, Kobi; Nedic, Angelia; Srikant, R.

Improving Channel Utilization via Cooperative Spectrum Sensing With Opportunistic Feedback in Cognitive Radio Networks

IEEE COMMUNICATIONS LETTERS

IF4.4

2015-06-01

PREAI

So, Jaewoo; Srikant, R.

Scheduling Jobs With Unknown Duration in Clouds

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2014-12-01

PREAI

Maguluri, Siva Theja; Srikant, R.

Opinion dynamics in social networks with stubborn agents: Equilibrium and convergence rate

AUTOMATICA

IF5.9

2014-12-01

245

PREAI

Ghaderi, Javad; Srikant, R.

Collaborative filtering with information-rich and information-sparse entities

MACHINE LEARNING

IF2.9

2014-08-08

OAAI

Zhu, Kai; Wu, Rui; Ying, Lei; Srikant, R.

The Stability of Longest-Queue-First Scheduling With Variable Packet Sizes

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2014-08-01

OAAI

Maguluri, Siva Theja; Hajek, Bruce; Srikant, R.

Flow-Level Stability of Wireless Networks: Separation of Congestion Control and Scheduling

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2014-08-01

PREAI

Ghaderi, Javad; Ji, Tianxiong; Srikant, R.

Throughput-Optimal CSMA With Imperfect Carrier Sensing

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2013-10-01

PREAI

Kim, Tae Hyun; Ni, Jian; Srikant, R.; Vaidya, Nitin H.

The Impact of Access Probabilities on the Delay Performance of Q-CSMA Algorithms in Wireless Networks

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2013-08-01

PREAI

Ghaderi, Javad; Srikant, R.

Fast Algorithms and Performance Bounds for Sum Rate Maximization in Wireless Networks

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2013-06-01

PREAI

Tan, Chee Wei; Chiang, Mung; Srikant, R.

研究方向