Gugan Thoppe | गुगन थोप्पे
Gugan Thoppe | गुगन थोप्पे
Indian Institute of Science | भारतीय विज्ञान संस्थान
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Finite Sample Analyses for TD (0) with Function Approximation
G Dalal, B Szörényi, G Thoppe, S Mannor
AAAI Conference on Artificial Intelligence 32, 6144-6160, 2018
Finite Sample Analysis of Two-timescale Stochastic Approximation with Applications to Reinforcement Learning
G Dalal, B Szörényi, G Thoppe, S Mannor
Conference On Learning Theory 31, 1199-1233, 2018
A Concentration Bound for Stochastic Approximation via Alekseev’s Formula
G Thoppe, V Borkar
Stochastic Systems 9 (1), 1-26, 2019
A Tale of Two-timescale Reinforcement Learning with the Tightest Finite-time Bound
G Dalal, B Szorenyi, G Thoppe
AAAI Conference on Artificial Intelligence 34 (04), 3701-3708, 2020
Randomly Weighted complexes: Minimal Spanning Acycles and Persistence Diagrams
P Skraba, G Thoppe, D Yogeshwaran
Electronic Journal of Combinatorics 27 (2), 1-47, 2020
On the Evolution of Topology in Dynamic Clique Complexes
G Thoppe, D Yogeshwaran, R Adler
Advances in Applied Probability 48 (4), 989-1014, 2016
A stochastic Kaczmarz algorithm for network tomography
G Thoppe, V Borkar, D Manjunath
Automatica 50 (3), 910-914, 2014
Online Algorithms for Estimating Change Rates of Web Pages
K Avrachenkov, K Patil, G Thoppe
Performance Evaluation 153, 1-21, 2022
Change rate estimation and optimal freshness in Web page crawling
K Avrachenkov, K Patil, G Thoppe
Conference on Performance Evaluation Methodologies and Tools 13, 3-10, 2020
Greedy block coordinate descent (GBCD) method for high dimensional quadratic programs
G Thoppe, VS Borkar, D Garg
arXiv preprint arXiv:1404.6635, 2014
Limit theorems for topological invariants of the dynamic multi-parameter simplicial complex
T Owada, G Samorodnitsky, G Thoppe
Stochastic Processes and their Applications 138, 56-95, 2021
Generalized network tomography
G Thoppe
Allerton Conference on Communication, Control, and Computing 50, 762-769, 2012
Betti numbers of gaussian excursions in the sparse regime
G Thoppe, SR Krishnan
arXiv preprint arXiv:1807.11018, 2018
The Bulk and the Extremes of Minimal Spanning Acycles and Persistence Diagrams of Random Complexes
N Fraiman, S Mukherjee, G Thoppe
arXiv preprint arXiv:2012.14122, 2020
Does Momentum Help? A Sample Complexity Analysis
R Deb, S Ganesh, G Thoppe, A Budhiraja
arXiv preprint arXiv:2110.15547, 2021
A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning (Extended Abstract)
G Thoppe, B Kumar
To appear in the proceedings of the Indian Control Conference, 2021
A Law of Iterated Logarithm for Multi-agent Reinforcement Learning
G Thoppe, B Kumar
Advances in Neural Information Processing Systems (Neurips) 34, 2021
A Concentration Result for Stochastic Approximation (Extended Abstract)
G Thoppe, VS Borkar
Information Theory and Applications Workshop (ITA), 1-2, 2016
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