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Learning under complex structure-MIT-2020

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Dormant Last read 1 day ago · last published 7 years ago · next check scheduled
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Aude Genevay (MIT) -- Learning with Sinkhorn divergences: from optimal transport to MMD

Feb 5, 2020 · FODSI

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Nima Anari (Stanford) - Limited correlations, fractional log-concavity, and fast mixing random walks

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Sham Kakade (U. of Washington) -- The provable effectiveness of policy gradient methods in RL

Feb 4, 2020 · FODSI

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Cynthia Vinzant (NC State) -- Log-concave polynomials, matroids, and expanders

Feb 4, 2020 · FODSI

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Elina Robeva (U. of British Columbia) -- Learning totally positive distributions

Feb 4, 2020 · FODSI

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Caroline Uhler (MIT) -- Causal inference through permutation-based algorithms

Feb 4, 2020 · FODSI

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Andrej Risteski (CMU) -- Fast convergence for Langevin diffusion with matrix manifold structure

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Miklos Racz (Princeton) -- Trace reconstruction problems with applications to DNA data storage

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Ryan O'Donnell (CMU) -- Learning quantum states

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Vasilis Syrgkanis (Microsoft Research) -- Statistical learning for causal inference

Feb 3, 2020 · FODSI

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