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Nima Anari

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  • ITCS2 editions2021–2022

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Parallel Discrete Sampling via Continuous WalksBeyond the Boolean Cube 20232023-06-26
Claims first polylogarithmic-time sampling (quasi-RNC or RNC under extra stability) for determinantal point processes, spanning trees and directed Eulerian…
Talk
Domain Sparsification of Discrete Distributions using Entropic IndependenceITCS 20222022-01-31
Proves that for any distribution satisfying entropic independence with parameter alpha a preprocessed sampler reduces the ground set from N to about…
Talk
Sampling Arborescences in ParallelITCS 20212021-01-06
Claims an RNC sampler that outputs a rooted arborescence from a weighted digraph with probability proportional to product of edge weights, running in polylog…
Talk
Discrete Optimization using Log-Concave PolynomialsHyperbolic Polynomials and Hyperbolic Programming2019-04-30
Shows a concrete algorithmic pipeline: relax the 0/1 max-coefficient integer program to a continuous program over the polynomial G_mu, solve when G_mu is…
Talk on
Approximate Deterministic Counting via Marginal Entropy OptimizationDeterministic Counting, Probability, and Zeros of Partition Functions (Simons Institute workshop, 2019)2019-03-18
Deterministic algorithm maximizes the sum of marginal entropies over the matroid base polytope via convex optimization (using a separation oracle) and…
Talk
Counting and Optimization Using Stable PolynomialsHierarchies, Extended Formulations and Matrix-Analytic Techniques (2017)2017-11-06
Shows that for distributions whose generating polynomial is real-stable the log of the set size is approximable by the sum of edge marginals up to a…
Talk
Approximating the Permanent of Positive Semidefinite MatricesDiscrete Optimization via Continuous Relaxation2017-09-11
Proves a deterministic algorithm that approximates the permanent of any positive semidefinite matrix to a simply exponential factor (≈ e^{γ+1}^n), using a…
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