Gugan Thoppe

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All published works

Action	Title	Year	Authors
+ PDF Chat	Reinforcement Learning with Quasi-Hyperbolic Discounting	2024	S. R. Eshwar Mayank Motwani Nibedita Roy Gugan Thoppe
+ PDF Chat	Online Learning of Weakly Coupled MDP Policies for Load Balancing and Auto Scaling	2024	Eshwar S.R. Lucas Heleno Lopes Alexandre Reiffers-Masson Daniel Sadoc Menasché Gugan Thoppe
+	Online Learning of Weakly Coupled MDP Policies for Load Balancing and Auto Scaling	2024	S. R. Eshwar Lucas Lopes Felipe Alexandre Reiffers-Masson Daniel Sadoc Menasché Gugan Thoppe
+	Adversary-Resilient Distributed Estimation using Intermittent and Heterogeneous Data with Application to Network Tomography	2024	Gugan Thoppe Mihir Dhankshiru Nibedita Roy Alexandre Reiffers-Masson Naman Naman Alexandre Azor
+ PDF Chat	Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries	2024	Swetha Ganesh Jiayu Chen Gugan Thoppe Vaneet Aggarwal
+ PDF Chat	Improving Sample Efficiency in Evolutionary RL Using Off-Policy Ranking	2024	S. R. Eshwar Shishir Kolathaya Gugan Thoppe
+	Online Learning with Adversaries: A Differential-Inclusion Analysis	2023	Swetha Ganesh Alexandre Reiffers-Masson Gugan Thoppe
+	SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search	2023	Gal Dalal Assaf Hallak Gugan Thoppe Shie Mannor Gal Chechik
+	Online Learning with Adversaries: A Differential-Inclusion Analysis	2023	Swetha Ganesh Alexandre Reiffers-Masson Gugan Thoppe
+	VaR\ and CVaR Estimation in a Markov Cost Process: Lower and Upper Bounds	2023	Sanjay P. Bhat L. A. Prashanth Gugan Thoppe
+	Demystifying Approximate Value-based RL with $ε$-greedy Exploration: A Differential Inclusion View	2022	Aditya Gopalan Gugan Thoppe
+	Improving Sample Efficiency in Evolutionary RL Using Off-Policy Ranking	2022	S. R. Eshwar Shishir Kolathaya Gugan Thoppe
+ PDF Chat	A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning	2021	Gugan Thoppe Bhumesh Kumar
+ PDF Chat	Online algorithms for estimating change rates of web pages	2021	Konstantin Avrachenkov Kishor Patil Gugan Thoppe
+	Does Momentum Help? A Sample Complexity Analysis	2021	Gugan Thoppe Rohan Deb Swetha Ganesh Amarjit Budhiraja
+	A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning.	2021	Gugan Thoppe Bhumesh Kumar
+ PDF Chat	Limit theorems for topological invariants of the dynamic multi-parameter simplicial complex	2021	Takashi Owada Gennady Samorodnitsky Gugan Thoppe
+	Scale Invariant Solutions for Overdetermined Linear Systems with Applications to Reinforcement Learning.	2021	Rahul Madhavan Gugan Thoppe Hemanta Makwana
+	Does Momentum Help? A Sample Complexity Analysis	2021	Swetha Ganesh Rohan Deb Gugan Thoppe Amarjit Budhiraja
+	A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning	2021	Gugan Thoppe Bhumesh Kumar
+	The Bulk and the Extremes of Minimal Spanning Acycles and Persistence Diagrams of Random Complexes	2020	Nicolás Fraiman Sayan Mukherjee Gugan Thoppe
+	Online Algorithms for Estimating Change Rates of Web Pages	2020	Konstantin Avrachenkov Kishor Patil Gugan Thoppe
+ PDF Chat	Change Rate Estimation and Optimal Freshness in Web Page Crawling	2020	Konstantin Avrachenkov Kishor Patil Gugan Thoppe
+ PDF Chat	Randomly Weighted $d$-Complexes: Minimal Spanning Acycles and Persistence Diagrams	2020	Primož Škraba Gugan Thoppe D. Yogeshwaran
+ PDF Chat	A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound	2020	Gal Dalal Balázs Szörényi Gugan Thoppe
+	Limit theorems for topological invariants of the dynamic multi-parameter simplicial complex	2020	Takashi Owada Gennady Samorodnitsky Gugan Thoppe
+	Online Algorithms for Estimating Change Rates of Web Pages	2020	Konstantin Avrachenkov Kishor Patil Gugan Thoppe
+	The Shadow knows: Empirical Distributions of Minimum Spanning Acycles and Persistence Diagrams of Random Complexes	2020	Nicolás Fraiman Sayan Mukherjee Gugan Thoppe
+ PDF Chat	A Concentration Bound for Stochastic Approximation via Alekseev’s Formula	2019	Gugan Thoppe Vivek S. Borkar
+	A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound	2019	Gal Dalal Balázs Szörényi Gugan Thoppe
+ PDF Chat	Finite Sample Analyses for TD(0) With Function Approximation	2018	Gal Dalal Balázs Szörényi Gugan Thoppe Shie Mannor
+	Betti Numbers of Gaussian Excursions in the Sparse Regime	2018	Gugan Thoppe Sunder Ram Krishnan
+	Finite Sample Analysis for TD(0) with Linear Function Approximation.	2017	Gal Dalal Balázs Szörényi Gugan Thoppe Shie Mannor
+	Concentration Bounds for Two Timescale Stochastic Approximation with Applications to Reinforcement Learning	2017	Gal Dalal Balázs Szörényi Gugan Thoppe Shie Mannor
+	Two-Timescale Stochastic Approximation Convergence Rates with Applications to Reinforcement Learning	2017	Gal Dalal Balázs Szörényi Gugan Thoppe Shie Mannor
+	Randomly Weighted $d-$complexes: Minimal Spanning Acycles and Persistence Diagrams	2017	Primož Škraba Gugan Thoppe D. Yogeshwaran
+	Finite Sample Analyses for TD(0) with Function Approximation	2017	Gal Dalal Balázs Szörényi Gugan Thoppe Shie Mannor
+	Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning	2017	Gal Dalal Balázs Szörényi Gugan Thoppe Shie Mannor
+ PDF Chat	On the evolution of topology in dynamic clique complexes	2016	Gugan Thoppe D. Yogeshwaran Robert J. Adler
+	A concentration result for stochastic approximation (Extended abstract)	2016	Gugan Thoppe Vivek S. Borkar
+	A Concentration Bound for Stochastic Approximation via Alekseev's Formula.	2015	Gugan Thoppe Vivek S. Borkar
+	On the evolution of topology in dynamic Erd} os-R enyi graphs	2015	Gugan Thoppe D. Yogeshwaran Robert J. Adler
+	On the evolution of topology in dynamic clique complexes	2015	Gugan Thoppe D. Yogeshwaran Robert J. Adler
+	On the evolution of topology in dynamic clique complexes	2015	Gugan Thoppe D. Yogeshwaran R. F. Adler
+	A Concentration Bound for Stochastic Approximation via Alekseev's Formula	2015	Gugan Thoppe Vivek S. Borkar
+	Greedy Block Coordinate Descent (GBCD) Method for Quadratic Programming in High Dimensions	2014	Gugan Thoppe Vivek S. Borkar Dinesh Garg
+	An Improved Block Coordinate Descent Method for Quadratic Programming in High Dimensions.	2014	Gugan Thoppe Vivek S. Borkar Dinesh Garg
+	Greedy Block Coordinate Descent (GBCD) Method for High Dimensional Quadratic Programs	2014	Gugan Thoppe Vivek S. Borkar Dinesh Garg
+ PDF Chat	A stochastic Kaczmarz algorithm for network tomography	2014	Gugan Thoppe Vivek S. Borkar D. Manjunath
+	Greedy Block Coordinate Descent (GBCD) Method for High Dimensional Quadratic Programs	2014	Gugan Thoppe Vivek S. Borkar Dinesh Garg
+	An Online Network Tomography Algorithm	2012	Gugan Thoppe Vivek S. Borkar D. Manjunath
+	An Incremental Kaczmarz Algorithm for Network Tomography	2012	Gugan Thoppe Vivek S. Borkar D. Manjunath
+ PDF Chat	Generalized network tomography	2012	Gugan Thoppe
+	Generalized Network Tomography	2012	Gugan Thoppe
+	Generalized Network Tomography (journal version)	2012	Gugan Thoppe
+	Generalized Network Tomography	2012	Gugan Thoppe

Common Coauthors

Coauthor	Papers Together
Vivek S. Borkar	11
Gal Dalal	9
Balázs Szörényi	8
Shie Mannor	7
Alexandre Reiffers-Masson	5
D. Yogeshwaran	5
Swetha Ganesh	4
Dinesh Garg	4
S. R. Eshwar	4
Konstantin Avrachenkov	4
Kishor Patil	3
D. Manjunath	3
Robert J. Adler	3
Rohan Deb	2
Nicolás Fraiman	2
Bhumesh Kumar	2
Daniel Sadoc Menasché	2
Takashi Owada	2
Primož Škraba	2
Gennady Samorodnitsky	2
Amarjit Budhiraja	2
Shishir Kolathaya	2
Nibedita Roy	2
Sanjay P. Bhat	1
Vaneet Aggarwal	1
Mayank Motwani	1
L. A. Prashanth	1
D. Yogeshwaran	1
Sayan Mukherjee	1
Lucas Heleno Lopes	1
Rahul Madhavan	1
R. F. Adler	1
Assaf Hallak	1
Aditya Gopalan	1
Lucas Lopes Felipe	1
Mihir Dhankshiru	1
Naman Naman	1
Alexandre Azor	1
Eshwar S.R.	1
Jiayu Chen	1
Bhumesh Kumar	1
Kishor Patil	1
Swetha Ganesh	1
Sayan Mukherjee	1
Sunder Ram Krishnan	1
Gal Chechik	1
Hemanta Makwana	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Homological Connectivity Of Random 2-Complexes	2006	Nathan Linial Roy Meshulam	8
+ PDF Chat	Finite Sample Analyses for TD(0) With Function Approximation	2018	Gal Dalal Balázs Szörényi Gugan Thoppe Shie Mannor	7
+ PDF Chat	Sharp vanishing thresholds for cohomology of random flag complexes	2014	Matthew Kahle	7
+	Topology of random clique complexes	2008	Matthew Kahle	6
+	Finite-Sample Analysis of Proximal Gradient TD Algorithms	2020	Bo Liu Ji Liu Mohammad Ghavamzadeh Sridhar Mahadevan Marek Petrik	6
+ PDF Chat	Limit theorems for Betti numbers of random simplicial complexes	2013	Matthew Kahle Elizabeth Meckes	6
+ PDF Chat	Transport-Entropy inequalities and deviation estimates for stochastic approximation schemes	2013	Max Fathi Noufel Frikha	5
+ PDF Chat	Ordinary Differential Equations and Dynamical Systems	2012	Gerald Teschl	5
+	A central limit theorem for decomposable random variables with applications to random graphs	1989	A. D. Barbour Michał Karoński Andrzej Ruciński	5
+	Markov Processes: Characterization and Convergence.	1987	Andris Abakuks S. N. Ethier Thomas G. Kurtz	4
+ PDF Chat	On the Convergence, Lock-In Probability, and Sample Complexity of Stochastic Approximation	2010	Sameer Kamal	4
+ PDF Chat	A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound	2020	Gal Dalal Balázs Szörényi Gugan Thoppe	4
+	Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning	2017	Gal Dalal Balázs Szörényi Gugan Thoppe Shie Mannor	4
+ PDF Chat	Random Geometric Complexes	2011	Matthew Kahle	4
+ PDF Chat	Statistical inverse problems in active network tomography	2007	Earl Lawrence George Michailidis Vijayan N. Nair	4
+ PDF Chat	Topology of random simplicial complexes: a survey	2014	Matthew Kahle	4
+ PDF Chat	Network delay tomography	2003	Yolanda Tsang Mark Coates Robert D. Nowak	3
+ PDF Chat	Minimum spanning acycle and lifetime of persistent homology in the Linial-Meshulam process	2017	Yasuaki Hiraoka Tomoyuki Shirai	3
+	Algebraic topology	2001	Allen Hatcher	3
+	On the value of a random minimum spanning tree problem	1985	Alan Frieze	3
+ PDF Chat	Asymptotic behavior of lifetime sums for random simplicial complex processes	2019	Masanori Hino Shu Kanazawa	3
+	Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise	2020	Maxim Kaledin Éric Moulines Alexey Naumov Vladislav B. Tadić Hoi-To Wai	3
+ PDF Chat	Randomly Weighted $d$-Complexes: Minimal Spanning Acycles and Persistence Diagrams	2020	Primož Škraba Gugan Thoppe D. Yogeshwaran	3
+ PDF Chat	On the evolution of topology in dynamic clique complexes	2016	Gugan Thoppe D. Yogeshwaran Robert J. Adler	3
+	A Concentration Bound for Stochastic Approximation via Alekseev's Formula.	2015	Gugan Thoppe Vivek S. Borkar	3
+ PDF Chat	Concentration bounds for stochastic approximations	2012	Noufel Frikha Stéphane Menozzi	3
+	Some methods of speeding up the convergence of iteration methods	1964	B. T. Polyak	3
+ PDF Chat	Estimating network link characteristics using packet-pair dispersion: A discrete-time queueing theoretic analysis	2010	Bikash Kumar Dey D. Manjunath Supriyo Chakraborty	3
+	The fundamental group of random 2-complexes	2010	Eric Babson Christopher Hoffman Matthew Kahle	3
+	Approximation with generalized hyperexponential distributions: Weak convergence results	1986	Robert F. Botta C. Harris	3
+ PDF Chat	Random geometric complexes in the thermodynamic regime	2015	D. Yogeshwaran Eliran Subag Robert J. Adler	3
+ PDF Chat	Algorithm 795	1999	Jan Verschelde	3
+ PDF Chat	Whittle index policy for crawling ephemeral content	2015	Konstantin Avrachenkov Vivek S. Borkar	3
+	The neighborhood complex of a random graph	2006	Matthew Kahle	3
+ PDF Chat	On the phase transition in random simplicial complexes	2016	Nathan Linial Yuval Peled	3
+ PDF Chat	Finding all isolated solutions to polynomial systems using HOMPACK	1989	Alexander P. Morgan Andrew J. Sommese Layne T. Watson	3
+	Exponential inequalities for martingales and asymptotic properties of the free energy of directed polymers in a random environment	2009	Quansheng Liu Frédérique Watbled	3
+ PDF Chat	The Structure and Stability of Persistence Modules	2016	Frédéric Chazal Vin de Silva Marc Glisse Steve Oudot	2
+ PDF Chat	On the shortest spanning subtree of a graph and the traveling salesman problem	1956	Joseph B. Kruskal	2
+ PDF Chat	Dynamics of stochastic approximation algorithms	1999	Michel Benaı̈m	2
+ PDF Chat	Optimal threshold control by the robots of web search engines with obsolescence of documents	2011	Konstantin Avrachenkov Alexander Dudin Valentina Klimenok Philippe Nain Olga Semenova	2
+ PDF Chat	Topology of Random 2-Complexes	2011	Daniel C. Cohen A. Costa Michael Färber Thomas Kappeler	2
+ PDF Chat	An Intermediate Course in Probability	2009	Allan Gut	2
+	On the Tutte–Krushkal–Renardy polynomial for cell complexes	2014	Carlos Bajo Bradley Lewis Burdick Sergei Chmutov	2
+	Recursive Stochastic Algorithms for Global Optimization in $\mathbb{R}^d $	1991	S.B. Gelfand Sanjoy K. Mitter	2
+	Convergence of Probability Measures	1970	James L. Snell	2
+ PDF Chat	The asphericity of random 2‐dimensional complexes	2013	A. Costa Michael Färber	2
+ PDF Chat	Persistence stability for geometric complexes	2013	Frédéric Chazal Vin de Silva Steve Oudot	2
+ PDF Chat	A random graph with a subcritical number of edges	1988	Boris Pittel	2
+	The connectivity of a graph on uniform points on [0,1]d	2002	Martin J. B. Appel Ralph P. Russo	2