Mohammad Mehrabi

3 papers · 2018–2023 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

ICML (3)

Top co-authors

Ryan A. Rossi (2) Adel Javanmard (1) MANSOOR YOUSEFI (1) Anup Rao (1) Aslan Tchamkerten (1) Tung Mai (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (3) Deep Learning (2) Learning Types · Machine Learning (2) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

wasserstein distance (1) robust optimization (1) binary classification (1) function approximation (1) supervised learning (1) adversarial training (1) hypothesis testing (1) statistical testing (1) linear regression (1) approximation theory (1) network depth (1) network width (1) model-free learning (1) feedforward neural network (1) pareto-optimal trade-off (1) feature influence (1) piecewise linear activation (1) adversarial risk (1) distributionally adversarial (1) standard risk (1)

Papers

A Model-free Closeness-of-influence Test for Features in Supervised Learning ICML 2023 Fundamental Tradeoffs in Distributionally Adversarial Training ICML 2021 Bounds on the Approximation Power of Feedforward Neural Networks ICML 2018