Mehrdad Ghadiri
7 papers · 2016–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
tensor decomposition
(2)
approximation algorithm
(2)
tucker decomposition
(2)
variance reduction
(1)
linear programming relaxation
(1)
probabilistic programming
(1)
kronecker product
(1)
tensor completion
(1)
numerical linear algebra
(1)
amortized inference
(1)
distributed algorithm
(1)
metric space
(1)
non-asymptotic guarantee
(1)
leverage score sampling
(1)
alternating least square
(1)
knapsack problem
(1)
randomized experiment
(1)
rejection sampling
(1)
matroid constraint
(1)
average treatment effect
(1)
Papers
Fast Tensor Completion via Approximate Richardson Iteration
ICML 2025
Approximately Optimal Core Shapes for Tensor Decompositions
ICML 2023
Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation
NeurIPS 2023
Amortized Rejection Sampling in Universal Probabilistic Programming
AISTATS 2022
Subquadratic Kronecker Regression with Applications to Tensor Decomposition
NeurIPS 2022
Distributed Maximization of "Submodular plus Diversity" Functions for Multi-label Feature Selection on Huge Datasets
AISTATS 2019
Linear Relaxations for Finding Diverse Elements in Metric Spaces
NeurIPS 2016