Nahom Seyoum
About
Research
Coursework
Reading
Below are a couple things I have worked on. Happy to chat about any of them.
Probability and ML
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Grokking Interpretability: Understanding Grokking in Deep Neural Networks
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Inequalities for Independent Vectors under Sublinear Expectation
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Singular Learning Theory: Generalization in Deep Networks
Optimization
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On the Convergence of Online Mirror Descent(OMD) and Stochastic Mirror Descent(SMD)
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Non-convex Optimization via Sampling
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Approximation Algorithms for Unconstrained Submodular Maximization
Other
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Rational Binomial Coefficients and Denominators