Ramesh Johari

11 papers · 2011–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🏃 Academic Marathon (13) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🗺️ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏆 Keyword Champion 📈 Trend Setter 💎 Century Club (11) 🗃️ Keyword Collector (54)

Conferences

NIPS (6) AISTATS (3) ICML (2)

Top co-authors

Virag Shah (3) Jose Blanchet (2) Sven Schmit (2) Mohsen Bayati (1) Loc X. Bui (1) Marco Pavone (1) Subhashini Krishnasamy (1) Nikhil Garg (1) Navid Azizan (1) Mohammad Rasouli (1)

Keywords

regret bound (6) multi-armed bandit (5) online learning (4) regret analysis (2) markov chain (1) exploration-exploitation tradeoff (1) maximum likelihood (1) optimal experimental design (1) convex optimization (1) sequential decision (1) experimental design (1) ucb algorithm (1) experiment design (1) ranking recovery (1) commitment phase (1) experimentation phase (1) decision maker (1) statistical power (1) optimal design (1) adaptive experimental design (1)

Papers

Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response ICML 2024

Online Learning for Traffic Routing under Unknown Preferences AISTATS 2023

Adaptive Experimental Design with Temporal Interference: A Maximum Likelihood Approach NIPS 2020

Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms NIPS 2020

Designing Optimal Binary Rating Systems AISTATS 2019

Optimal Testing in the Experiment-rich Regime AISTATS 2019

Semi-Parametric Dynamic Contextual Pricing NIPS 2019

Bandit Learning with Positive Externalities NIPS 2018

Learning with Abandonment ICML 2018

Regret of Queueing Bandits NIPS 2016

Committing Bandits NIPS 2011