Machined Learnings

$\lim_{t \to \infty} V(s_t) \to 0$ so live accordingly

Sunday, November 20, 2022

The Conference Problem

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When I was coming up, conferences were a mature technology for disseminating high-quality scientific results at higher speed than journals. ...
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Sunday, November 13, 2022

The Decision-Estimation Coefficient

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This slide is from Leon Bottou's amazing ICML 2015 keynote .  You should contemplate this image on a regular basis. In the above slide L...
Monday, August 30, 2021

Interaction Grounded Learning

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Here's an example of a research question that started as a practical concern and ended up having science-fiction levels of potential. ...
Saturday, December 5, 2020

Distributionally Robust Contextual Bandit Learning

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This blog post is about improved off-policy contextual bandit learning via distributional robustness. I'll provide some theoretical bac...
Friday, July 17, 2020

Convex-concave games off the shelf

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If you need to solve a convex optimization problem nowadays, you are in great shape. Any problem of the form $$ \begin{alignat}{2} &\...
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