Chris Wiggins

2 papers · 2013–2018 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AISTATS (1) ICML (1)

Top co-authors

Inigo Urteaga (1) Jan-Willem Meent (1) Frank Wood (1) Ruben Gonzalez Jr. (1) Jonathan Bronson (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Bayesian & Probabilistic (2) Learning Types (2) Data Science & Analytics (1) Learning Paradigms (1) Methods (1) Optimization & Theory (1)

Keywords

variational inference (1) expectation maximization (1) regret minimization (1) thompson sampling (1) hidden markov model (1) multi-armed bandit (1) mixture model (1) contextual bandit (1) variational baye (1) reward distribution (1) multi-armed contextual bandit (1) single-molecule data (1) kinetic rate (1)

Papers

Variational inference for the multi-armed contextual bandit AISTATS 2018 Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data ICML 2013