Juan Perdomo

4 papers · 2020–2022 · 2 venues · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

NeurIPS (3) ICML (1)

Top co-authors

Celestine Mendler-Dünner (2) Jack Umenberger (2) Max Simchowitz (2) Moritz Hardt (2) Tijana Zrnic (2) Kaiqing Zhang (1) Russ Tedrake (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (3) Optimization & Theory (3) Reinforcement Learning (2) Methods (2) Mathematics & Optimization (1) Learning Paradigms (1) Learning Types (1) Optimization (1)

Keywords

gradient descent (2) distribution shift (2) performative prediction (2) global convergence (1) optimal control (1) risk minimization (1) policy search (1) strong convexity (1) linear quadratic regulator (1) partial observability (1) dynamical system (1) strategic classification (1) model deployment (1) linear dynamical system (1) control system (1) performative stability (1) stochastic optimization (1) globally optimal filter (1) reinforcement learning (1) policy gradient (1)

Papers

Globally Convergent Policy Search for Output Estimation NeurIPS 2022 Stabilizing Dynamical Systems via Policy Gradient Methods NeurIPS 2021 Performative Prediction ICML 2020 Stochastic Optimization for Performative Prediction NeurIPS 2020