Kannan Ramchandran
University of California, Berkeley
H-index: 101
North America-United States
Top articles of Kannan Ramchandran
Toward a Theory of Tokenization in LLMs
arXiv preprint arXiv:2404.08335
2024/4/12
Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing
Advances in Neural Information Processing Systems
2024/2/13
Learning a 1-layer conditional generative model in total variation
Advances in Neural Information Processing Systems
2024/2/13
Learning to Understand: Identifying Interactions via the Mobius Transform
arXiv preprint arXiv:2402.02631
2024/2/4
Competing Bandits in Non-Stationary Matching Markets
IEEE Transactions on Information Theory
2024/1/10
Online Pricing for Multi-User Multi-Item Markets
Advances in Neural Information Processing Systems
2023/12/15
MRI reconstruction with side information using diffusion models
2023/10/29
Kannan Ramchandran
H-Index: 53
Dynamic Assortment Selection and Pricing with Learning
2023/10/13
Kannan Ramchandran
H-Index: 53
Thomas Courtade
H-Index: 21
Pairwise proximal policy optimization: Harnessing relative feedback for llm alignment
arXiv preprint arXiv:2310.00212
2023/9/30
Tianhao Wu
H-Index: 1
Banghua Zhu
H-Index: 6
Ruoyu Zhang
H-Index: 2
Kannan Ramchandran
H-Index: 53
Jiantao Jiao
H-Index: 17
Efficient Clustering Frameworks for Federated Learning Systems
2023/8/11
The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning
Transactions on Machine Learning Research
2024/2/8
Test accuracy vs. generalization gap: Model selection in nlp without accessing training or testing data
2023/8/6
Model Selection for Generic Contextual Bandits
IEEE Transactions on Information Theory
2023/7/24
Avishek Ghosh
H-Index: 7
Kannan Ramchandran
H-Index: 53
Efficiently computing sparse Fourier transforms of q-ary functions
2023/6
Amirali Aghazadeh
H-Index: 5
Kannan Ramchandran
H-Index: 53
Layerwise Training of Deep Neural Networks
2023/5/12
Tianyu Pang
H-Index: 12
Alex Zhao
H-Index: 0
Yaoqing Yang
H-Index: 13
Michael Mahoney
H-Index: 0
Kannan Ramchandran
H-Index: 53
Interactive Learning with Pricing for Optimal and Stable Allocations in Markets
2023/4/11
Soham Phade
H-Index: 2
Kannan Ramchandran
H-Index: 53
Conditional Score-Based Reconstructions for Multi-contrast MRI
arXiv preprint arXiv:2303.14795
2023/3/26
Kannan Ramchandran
H-Index: 53
Minimum-Rate Spectrum-Blind Sampling Based on Sparse-Graph Codes
IEEE Transactions on Signal Processing
2023/2/22
Statistical Complexity and Optimal Algorithms for Non-linear Ridge Bandits
arXiv preprint arXiv:2302.06025
2023/2/12
The Square Root Agreement Rule for Incentivizing Truthful Feedback on Online Platforms
Management Science
2023/1
Co-Authors
