Scott Yang

11 papers · 2014–2019 · 3 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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+4 more ↓

🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22)

🤝 Dynamic Duo (10) 🧭 Keyword Pioneer 📈 Trend Setter 💎 Century Club · Bronze

Venues

NeurIPS (5) ICML (4) AISTATS (2)

Top co-authors

Mehryar Mohri (10) Corinna Cortes (5) Vitaly Kuznetsov (3) Claudio Gentile (2) Giulia DeSalvo (2) Andres Munoz Medina (1) Xavier Gonzalvo (1) Dmitry Storcheus (1)

Research topics

Machine Learning (8) Mathematics & Optimization (8) Optimization (8) Optimization & Theory (8) Learning Types (4) Artificial Intelligence (3) Core AI (2) Core Methods (2) Deep Learning (1) Architectures (1) Bayesian & Probabilistic (1) Learning Paradigms (1)

Keywords

online learning (7) regret bound (7) feedback graph (2) online algorithm (2) multi-armed bandit (2) weighted automaton (2) neural architecture search (1) adaptive learning (1) game theory (1) structured output learning (1) stochastic approximation (1) network structure (1) adaptive regularization (1) online learning algorithm (1) online convex optimization (1) transductive learning (1) ucb algorithm (1) weight sharing (1) expert advice (1) structural learning (1)

Papers

Online Learning with Sleeping Experts and Feedback Graphs ICML 2019 Competing with Automata-based Expert Sequences AISTATS 2018 Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses NeurIPS 2018 Online Learning with Abstention ICML 2018 AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML 2017 Online Learning with Transductive Regret NeurIPS 2017 Accelerating Online Convex Optimization via Adaptive Prediction AISTATS 2016 No-Regret Algorithms for Heavy-Tailed Linear Bandits ICML 2016 Optimistic Bandit Convex Optimization NeurIPS 2016 Structured Prediction Theory Based on Factor Graph Complexity NeurIPS 2016 Conditional Swap Regret and Conditional Correlated Equilibrium NeurIPS 2014