Valentin Robu

7 papers · 2013–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🚀 Conference Pioneer 📈 Trend Setter

Venues

IJCAI (5) AAAI (1) UAI (1)

Top co-authors

Xingyu Zhao (2) Enrico H. Gerding (2) Hongyao Ma (2) David Flynn (2) Sebastian Stein (2) David C. Parkes (2) Nicholas R. Jennings (2) Wei Huang (1) Michael Fisher (1) Mathijs M. de Weerdt (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Optimization & Theory (2) Bayesian & Probabilistic (1)

Keywords

bayesian inference (2) explainable ai (1) mechanism design (1) prior knowledge (1) markov model (1) runtime verification (1) imprecise probability (1) demand response (1) model-agnostic explanation (1) robot safety (1) local interpretable explanation (1) probabilistic model checking (1) vcg pricing (1) contract optimization (1) truthful bidding (1) extreme environment (1)

Papers

BayLIME: Bayesian local interpretable model-agnostic explanations UAI 2021 Probabilistic Model Checking of Robots Deployed in Extreme Environments AAAI 2019 Contract Design for Energy Demand Response IJCAI 2017 Incentivizing Reliability in Demand-Side Response IJCAI 2016 Online Mechanism Design for Vehicle-to-Grid Car Parks IJCAI 2016 Efficient Interdependent Value Combinatorial Auctions with Single Minded Bidders IJCAI 2013 Intention-Aware Routing to Minimise Delays at Electric Vehicle Charging Stations IJCAI 2013