Kartik Sreenivasan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Automatic Initialization

Reference Models

Uniformly Distributed

Threshold Selection

Top Venues

Publications

Nayoung Lee, Kartik Sreenivasan, Jason D. Lee, Kangwook Lee, Dimitris Papailiopoulos
Teaching Arithmetic to Small Transformers. ICLR (2024)
Zachary Ankner, Cody Blakeney, Kartik Sreenivasan, Max Marion, Matthew L. Leavitt, Mansheej Paul
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models. CoRR (2024)
Jaewoong Cho, Kartik Sreenivasan, Keon Lee, Kyunghoo Mun, Soheun Yi, Jeong-Gwan Lee, Anna Lee, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee
Mini-Batch Optimization of Contrastive Loss. Trans. Mach. Learn. Res. 2024 (2024)
Yingcong Li, Kartik Sreenivasan, Angeliki Giannou, Dimitris Papailiopoulos, Samet Oymak
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning. NeurIPS (2023)
Jaewoong Cho, Kartik Sreenivasan, Keon Lee, Kyunghoo Mun, Soheun Yi, Jeong-Gwan Lee, Anna Lee, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee
Mini-Batch Optimization of Contrastive Loss. CoRR (2023)
Nayoung Lee, Kartik Sreenivasan, Jason D. Lee, Kangwook Lee, Dimitris Papailiopoulos
Teaching Arithmetic to Small Transformers. CoRR (2023)
Yingcong Li, Kartik Sreenivasan, Angeliki Giannou, Dimitris S. Papailiopoulos, Samet Oymak
Dissecting Chain-of-Thought: A Study on Compositional In-Context Learning of MLPs. CoRR (2023)
Kartik Sreenivasan, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos
Finding Nearly Everything within Random Binary Networks. AISTATS (2022)
Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Kangwook Lee, Dimitris S. Papailiopoulos
Rare Gems: Finding Lottery Tickets at Initialization. CoRR (2022)
Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Eric P. Xing, Kangwook Lee, Dimitris S. Papailiopoulos
Rare Gems: Finding Lottery Tickets at Initialization. NeurIPS (2022)
Kartik Sreenivasan, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos
Finding Everything within Random Binary Networks. CoRR (2021)
Shashank Rajput, Kartik Sreenivasan, Dimitris S. Papailiopoulos, Amin Karbasi
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks. CoRR (2021)
Shashank Rajput, Kartik Sreenivasan, Dimitris S. Papailiopoulos, Amin Karbasi
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks. NeurIPS (2021)
Hongyi Wang, Kartik Sreenivasan, Shashank Rajput, Harit Vishwakarma, Saurabh Agarwal, Jy-yong Sohn, Kangwook Lee, Dimitris S. Papailiopoulos
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning. NeurIPS (2020)
Hongyi Wang, Kartik Sreenivasan, Shashank Rajput, Harit Vishwakarma, Saurabh Agarwal, Jy-yong Sohn, Kangwook Lee, Dimitris S. Papailiopoulos
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning. CoRR (2020)
Balaji Vasan Srinivasan, Tanya Goyal, Nikhil Mohan Nainani, Kartik Sreenivasan
Smart filters for social retrieval. CODS (2016)