Frederic Koehler
Massachusetts Institute of Technology
H-index: 17
North America-United States
Top articles of Frederic Koehler
Optimistic rates: A unifying theory for interpolation learning and regularization in linear regression
ACM/JMS Journal of Data Science
2024/4/12
Frederic Koehler
H-Index: 7
Nathan Srebro
H-Index: 52
Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
arXiv preprint arXiv:2402.18697
2024/2/28
Lasso with Latents: Efficient Estimation, Covariate Rescaling, and Computational-Statistical Gaps
arXiv preprint arXiv:2402.15409
2024/2/23
Uniform Convergence with Square-Root Lipschitz Loss
Advances in Neural Information Processing Systems
2024/2/13
Zhen Dai
H-Index: 2
Frederic Koehler
H-Index: 7
Feature adaptation for sparse linear regression
Advances in Neural Information Processing Systems
2024/2/13
Universality of Spectral Independence with Applications to Fast Mixing in Spin Glasses
2024
Sampling Multimodal Distributions with the Vanilla Score: Benefits of Data-Based Initialization
arXiv preprint arXiv:2310.01762
2023/10/3
Frederic Koehler
H-Index: 7
Influences in Mixing Measures
arXiv preprint arXiv:2307.07625
2023/7/14
Sampling approximately low-rank Ising models: MCMC meets variational methods
2022/6/28
Entropic independence: optimal mixing of down-up random walks
2022/6/9
Kalman filtering with adversarial corruptions
2022/6/9
A spectral condition for spectral gap: fast mixing in high-temperature Ising models
Probability theory and related fields
2022/4
On the power of preconditioning in sparse linear regression
2022/2/7
Chow-liu++: Optimal prediction-centric learning of tree ising models
2022/2/7
Guy Bresler
H-Index: 16
Frederic Koehler
H-Index: 7
Online and distribution-free robustness: Regression and contextual bandits with huber contamination
2022/2/7
Lower bounds on randomly preconditioned lasso via robust sparse designs
Advances in neural information processing systems
2022/12/6
A non-asymptotic moreau envelope theory for high-dimensional generalized linear models
Advances in Neural Information Processing Systems
2022/12/6
Frederic Koehler
H-Index: 7
Pragya Sur
H-Index: 5
Reconstruction on trees and low-degree polynomials
Advances in Neural Information Processing Systems
2022/12/6
Frederic Koehler
H-Index: 7
Elchanan Mossel
H-Index: 37
Statistical efficiency of score matching: The view from isoperimetry
arXiv preprint arXiv:2210.00726
2022/10/3
Frederic Koehler
H-Index: 7
Andrej Risteski
H-Index: 15
Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias
2021/12/13
Co-Authors
