Scott Yang

11 papers · 2014–2019 · 3 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (18) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏆 Keyword Champion 🤝 Dynamic Duo (10) 💎 Century Club (11)

Conferences

NIPS (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)

Keywords

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

Papers

Online Learning with Sleeping Experts and Feedback Graphs ICML 2019

Competing with Automata-based Expert Sequences AISTATS 2018

Online Learning with Abstention ICML 2018

Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses NIPS 2018

Online Learning with Transductive Regret NIPS 2017

AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML 2017

Accelerating Online Convex Optimization via Adaptive Prediction AISTATS 2016

Structured Prediction Theory Based on Factor Graph Complexity NIPS 2016

Optimistic Bandit Convex Optimization NIPS 2016

No-Regret Algorithms for Heavy-Tailed Linear Bandits ICML 2016

Conditional Swap Regret and Conditional Correlated Equilibrium NIPS 2014