Kumar Kshitij Patel

~Kumar_Kshitij_Patel2

5

论文总数

2.5

年均投稿

5.0

平均评分

接收情况1/5

会议分布

ICLR

4

NeurIPS

1

发表论文 (5 篇)

20252 篇

Revisiting Consensus Error: A Fine-grained Analysis of Local SGD under Second-order Data Heterogeneity

NeurIPS 2025Poster

Approaching Deep Learning through the Spectral Dynamics of Weights

ICLR 2025Rejected

20243 篇

Personalization Mitigates the Perils of Local SGD for Heterogeneous Distributed Learning

ICLR 2024withdrawn

On the Effect of Defection in Federated Learning and How to Prevent It

ICLR 2024Rejected

Private Overparameterized Linear Regression without Suffering in High Dimensions

ICLR 2024Rejected

合作者 (17)

Lingxiao Wang4 篇

Jingfeng Wu1 篇

Nathan Srebro1 篇

Lingjuan Lyu1 篇

Nidham Gazagnadou1 篇

Minbiao Han1 篇