Avishek Ghosh

Suhas S. Kowshik

CoRR, May, 2025

Near Optimal Best Arm Identification for Clustered Bandits.

[BibT_eX]

[DOI]

Yash

Nikhil Karamchandani

CoRR, May, 2025

Learning and Generalization with Mixture Data.

[BibT_eX]

[DOI]

Harsh Vardhan

CoRR, April, 2025

Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2025

2024

Competing Bandits in Non-Stationary Matching Markets.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, April, 2024

Model Selection for Generic Contextual Bandits.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, January, 2024

An Improved Federated Clustering Algorithm with Model-based Clustering.

[BibT_eX]

[DOI]

Harsh Vardhan

Trans. Mach. Learn. Res., 2024

Competing Bandits in Decentralized Large Contextual Matching Markets.

[BibT_eX]

[DOI]

CoRR, 2024

Explore-then-Commit Algorithms for Decentralized Two-Sided Matching Markets.

[BibT_eX]

[DOI]

Tejas Pagare

Proceedings of the IEEE International Symposium on Information Theory, 2024

DIST-CURE: A Robust Distributed Learning Algorithm with Cubic Regularized Newton.

[BibT_eX]

[DOI]

Raj Kumar Maity

Proceedings of the IEEE International Symposium on Information Theory, 2024

Detection of False Data Injection Attacks in Cyber-Physical Systems.

[BibT_eX]

[DOI]

Souvik Das

Debasish Chatterjee

Proceedings of the IEEE International Symposium on Information Theory, 2024

PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Optimal Compression of Unit Norm Vectors in the High Distortion Regime.

[BibT_eX]

[DOI]

Heng Zhu

Proceedings of the IEEE International Symposium on Information Theory, 2023

Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Max-Affine Regression: Parameter Estimation for Gaussian Designs.

[BibT_eX]

[DOI]

Ashwin Pananjady

Adityanand Guntuboyina

IEEE Trans. Inf. Theory, 2022

An Improved Algorithm for Clustered Federated Learning.

[BibT_eX]

[DOI]

Harsh Vardhan

CoRR, 2022

Decentralized Competing Bandits in Non-Stationary Matching Markets.

[BibT_eX]

[DOI]

CoRR, 2022

Breaking the √T Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-agent Heterogeneous Stochastic Linear Bandits.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Model Selection in Reinforcement Learning with General Function Approximations.

[BibT_eX]

[DOI]

Sayak Ray Chowdhury

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

On Learning Mixture of Linear Regressions in the Non-Realizable Setting.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Breaking the $\sqrt{T}$ Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Communication-Efficient and Byzantine-Robust Distributed Learning With Error Feedback.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

Model Selection with Near Optimal Rates for Reinforcement Learning with General Model Classes.

[BibT_eX]

[DOI]

Sayak Ray Chowdhury

CoRR, 2021

Collaborative Learning and Personalization in Multi-Agent Stochastic Linear Bandits.

[BibT_eX]

[DOI]

CoRR, 2021

LocalNewton: Reducing Communication Bottleneck for Distributed Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Escaping Saddle Points in Distributed Newton's Method with Communication efficiency and Byzantine Resilience.

[BibT_eX]

[DOI]

CoRR, 2021

LocalNewton: Reducing communication rounds for distributed learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Distributed Newton Can Communicate Less and Resist Byzantine Workers.

[BibT_eX]

[DOI]

Raj Kumar Maity

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

An Efficient Framework for Clustered Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Communication-Efficient and Byzantine-Robust Distributed Learning.

[BibT_eX]

[DOI]

Proceedings of the Information Theory and Applications Workshop, 2020

Some Performance Guarantees of Global LASSO with Local Assumptions for Convolutional Sparse Design Matrices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Max-affine regression with universal parameter estimation for small-ball designs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Communication Efficient Distributed Approximate Newton Method.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Communication Efficient and Byzantine Tolerant Distributed Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Alternating Minimization Converges Super-Linearly for Mixed Linear Regression.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Effects of Vertical Irregularity in Steel Frame with Shear Linked Steel Bracings.

[BibT_eX]

[DOI]

Md Mahmud Sazzad

Md Samdani Azad

J. Adv. Eng. Comput., 2019

Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation.

[BibT_eX]

[DOI]

Ashwin Pananjady

Adityanand Guntuboyina

CoRR, 2019

Robust Federated Learning in a Heterogeneous Environment.

[BibT_eX]

[DOI]

CoRR, 2019

Matching Observations to Distributions: Efficient Estimation via Sparsified Hungarian Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Asynchronous Stochastic Approximation Based Learning Algorithms for As-You-Go Deployment of Wireless Relay Networks Along a Line.

[BibT_eX]

[DOI]

Arpan Chattopadhyay

Anurag Kumar

IEEE Trans. Mob. Comput., 2018

Online Absolute Ranking with Partial Information: A Bipartite Graph Matching Approach.

[BibT_eX]

[DOI]

CoRR, 2018

Faster Data-access in Large-scale Systems: Network-scale Latency Analysis under General Service-time Distributions.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

Online Scoring with Delayed Information: A Convex Optimization Viewpoint.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Measurement Based As-You-Go Deployment of Two-Connected Wireless Relay Networks.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2017

Misspecified Linear Bandits.

[BibT_eX]

[DOI]

Sayak Ray Chowdhury

Aditya Gopalan

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2014

Impromptu Deployment of Wireless Relay Networks: Experiences Along a Forest Trail.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

2013

A novel genetic algorithm to solve travelling salesman problem and blocking flow shop scheduling problem.

[BibT_eX]

[DOI]

Int. J. Bio Inspired Comput., 2013

2012

Multi-robot Cooperative Box-pushing problem using Multi-objective Particle Swarm Optimization Technique

[BibT_eX]

[DOI]

CoRR, 2012

An Evolutionary Approach to Drug-Design Using Quantam Binary Particle Swarm Optimization Algorithm

[BibT_eX]

[DOI]

CoRR, 2012

An Evolutionary Approach to Drug-Design Using a Novel Neighbourhood Based Genetic Algorithm

[BibT_eX]

[DOI]

CoRR, 2012

Application of Integral Value Transformation (IVT) in a Specialized Computer Network Design

[BibT_eX]

[DOI]

Souvik Naskar

Pabitra Pal Choudhury

CoRR, 2012

Linear phase low pass FIR filter design using Genetic Particle Swarm Optimization with dynamically varying neighbourhood technique.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Integral Value Transformations: A Class of Affine Discrete Dynamical Systems and an Application

[BibT_eX]

[DOI]

Sarif Sk. Hassan

Pabitra Pal Choudhury

Birendra Kumar Nayak

Joydeep Banerjee

CoRR, 2011

Fractal String Generation and Its Application in Music Composition

[BibT_eX]

[DOI]

Ananthakrishnan Ramanathan

Joydeep Banerjee

Sarif Sk. Hassan

Pabitra Pal Choudhury

CoRR, 2011

2009

Case markers and Morphology: Addressing the crux of the fluency problem in English-Hindi SMT.

[BibT_eX]

[DOI]

Hansraj Choudhary

Pushpak Bhattacharyya

Proceedings of the ACL 2009, 2009

2008

Feature Extraction Using Fuzzy Rule Based System.

[BibT_eX]

[DOI]

Narendra S. Chaudhari