Ness Shroff
~Ness_Shroff1
20
论文总数
10.0
年均投稿
平均评分
接收情况10/20
会议分布
ICLR
16
NeurIPS
2
ICML
2
发表论文 (20 篇)
202514 篇
4
RLHF with Inconsistent Multi-Agent Feedback Under General Function Approximation: A Theoretical Perspective
ICLR 2025Rejected
7
How to Find the Exact Pareto Front for Multi-Objective MDPs?
ICLR 2025Spotlight
4
Provably Efficient Multi-Objective Bandit Algorithms under Preference-Centric Customization
ICLR 2025Rejected
4
Swift-FedGNN: Federated Graph Learning with Low Communication and Sample Complexities
ICLR 2025Rejected
4
Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models
NeurIPS 2025Poster
3
BeST - A Novel Source Selection Metric for Transfer Learning
ICLR 2025Rejected
3
Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach
ICLR 2025Poster
5
Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers
ICLR 2025Poster
5
Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees
NeurIPS 2025Poster
3
Theory on Mixture-of-Experts in Continual Learning
ICLR 2025Spotlight
4
Provably Efficient Linear Bandits with Instantaneous Constraints in Non-Convex Feature Spaces
ICLR 2025Rejected
4
Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective
ICML 2025Poster
4
Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces
ICML 2025Poster
4
Replay concurrently or sequentially? A theoretical perspective on replay in continual learning
ICLR 2025withdrawn
20246 篇
4
Achieving Fairness in Multi-Agent MDP Using Reinforcement Learning
ICLR 2024Poster
4
Achieving Sample and Computational Efficient Reinforcement Learning by Action Space Reduction via Grouping
ICLR 2024Poster
4
Theoretical Hardness and Tractability of POMDPs in RL with Partial Online State Information
ICLR 2024Rejected
4
Distributed Linear Dimensionality Reduction Assisted by Centralized NN for Classification
ICLR 2024withdrawn
4
Understanding the Theoretical Generalization Performance of Federated Learning
ICLR 2024Rejected
4
Theoretical Analysis on the Generalization Power of Overfitted Transfer Learning
ICLR 2024Rejected