Holden Lee

According to our database1, Holden Lee authored at least 13 papers between 2014 and 2020.

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Bibliography

2020
Efficient sampling from the Bingham distribution.
CoRR, 2020

Estimating normalizing constants for log-concave distributions: algorithms and lower bounds.
Proceedings of the Proccedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing, 2020

No-Regret Prediction in Marginally Stable Systems.
Proceedings of the Conference on Learning Theory, 2020

Robust guarantees for learning an autoregressive filter.
Proceedings of the Algorithmic Learning Theory, 2020

2019
Online sampling from log-concave distributions.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Simulated Tempering Langevin Monte Carlo II: An Improved Proof using Soft Markov Chain Decomposition.
CoRR, 2018

Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Spectral Filtering for General Linear Dynamical Systems.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Towards Provable Control for Unknown Linear Dynamical Systems.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
On the Ability of Neural Nets to Express Distributions.
Proceedings of the 30th Conference on Learning Theory, 2017

2015
Quadratic polynomials of small modulus cannot represent OR.
CoRR, 2015

2014
Vector Spaces.
Arch. Formal Proofs, 2014


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