影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
43.3/100
前 12.1%
全站排名 #7,800
发表论文7 篇
平均评分
年均产出2.3 篇/年
Kiran Koshy Thekumparampil
研究方向
Post-Training · Reward Modeling · Supvised Finetuning · Data Selection · Agents · Reinforcement Learning · Verifiers · Self-Play · Differential Privacy · Ranking · Language Models · Federated Learning · Distributed optimization · Meta-Learning · Transfer learning · Few-shot learning · Optimization · Minimax · Non-smooth · Stochastic · Generative Adversarial Networks · Generative Models · Disentangling Representation · Graph Neural Networks · Graph Classification
20
Zeroth-Order Optimization Finds Flat Minima
NeurIPS 2025Poster
三作12
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
ICML 2025Poster
二作22
A Sinkhorn-type Algorithm for Constrained Optimal Transport
ICLR 2025Rejected
10
Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method
ICML 2025Poster
一作