# Optimization, Statistics and Uncertainty

Posts from Optimization, Statistics and Uncertainty, via the RSS Amplifier directory.

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## [Optimization's Untold Gift to Learning: Implicit Regularization](https://www.youtube.com/watch?v=YwX44phI_gc)

_2017-11-30 · Simons Institute for the Theory of Computing_

## [Fast Rates for Bandit Optimization with Upper-Confidence Frank-Wolfe](https://www.youtube.com/watch?v=j3uHBsMnpCA)

_2017-11-30 · Simons Institute for the Theory of Computing_

## [On Approximation Guarantees for Greedy Low Rank Optimization](https://www.youtube.com/watch?v=H_afwjxiVN0)

_2017-11-30 · Simons Institute for the Theory of Computing_

## [Graph Powering](https://www.youtube.com/watch?v=8CXqnG_l3To)

_2017-11-30 · Simons Institute for the Theory of Computing_

## [Low-rank Matrix Completion: Adaptive Sampling Can Help When, How?](https://www.youtube.com/watch?v=8_oJBIiv56Y)

_2017-11-29 · Simons Institute for the Theory of Computing_

## [Implicit Regularization in Nonconvex Statistical Estimation](https://www.youtube.com/watch?v=DMvxqVdqwZI)

_2017-11-29 · Simons Institute for the Theory of Computing_

## [A Few Connections Between Optimization and Probability](https://www.youtube.com/watch?v=oRykQI9IJ7o)

_2017-11-29 · Simons Institute for the Theory of Computing_

## [An Instability in Variational Methods for Learning Topic Models](https://www.youtube.com/watch?v=tQh_3ghNP6w)

_2017-11-29 · Simons Institute for the Theory of Computing_

## [Distributional Robustness, Learning, and Empirical Likelihood](https://www.youtube.com/watch?v=JBrrRFwi-yg)

_2017-11-29 · Simons Institute for the Theory of Computing_

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_2017-11-29 · **Sponsored**_

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## [The Convergence of Hamiltonian Monte Carlo](https://www.youtube.com/watch?v=JHW3Qyma6S0)

_2017-11-29 · Simons Institute for the Theory of Computing_

