Bounded Regret
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Sets with Small Intersection

9 years ago 2 min read math
Suppose that we want to construct subsets $S_1, \ldots, S_m \subseteq \{1,\ldots,n\}$ with the following properties: 1. $|S_i| \geq k$ for all $i$ 2. $|S_i \cap S_
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Jacob Steinhardt
By: Jacob Steinhardt

Advice for Authors

9 years ago 5 min read advice
I've spent much of the last few days reading various ICML papers and I find there's a few pieces of feedback that I give consistently across several papers. I&
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Jacob Steinhardt
By: Jacob Steinhardt

Model Mis-specification and Inverse Reinforcement Learning

9 years ago 19 min read
In my previous post, “Latent Variables and Model Mis-specification [https://jsteinhardt.wordpress.com/2017/01/10/latent-variables-and-model-mis-specification/] ”, I argued that while machine learning is good at optimizing accuracy on observed signals, it has
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Jacob Steinhardt
By: Jacob Steinhardt

Linear algebra fact

9 years ago 1 min read math
Here is interesting linear algebra fact: let $A$ be an $n \times n$ matrix and $u$ be a vector such that $u^{\top}A = \lambda u^{\top}$. Then for any matrix $B$, $u^
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Jacob Steinhardt
By: Jacob Steinhardt

Prékopa–Leindler inequality

9 years ago 1 min read math
Consider the following statements: 1. The shape with the largest volume enclosed by a given surface area is the $n$-dimensional sphere. 2. A marginal or sum of log-concave distributions is log-concave. 3.
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Jacob Steinhardt
By: Jacob Steinhardt
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