Early Career Spotlight Talks

• • Christopher Amato
    Decision-Making Under Uncertainty in Multi-Agent and Multi-Robot Systems: Planning and Learning
    
  • Yukino Baba
    Statistical Quality Control for Human Computation and Crowdsourcing
    
  • Anca Dragan
    Optimizing Robot Action for and around People
    
  • Martin Gebser
    Gearing up Knowledge Representation and Reasoning for the Real World
  • Emmanuel Hebrard
    Reasoning about NP-complete Constraints
    
  • Jia Jia
    Mental Health Computing via Harvesting Social Media Data
    
  • Albert Xin Jiang
    Solving Games with Structured Strategy Spaces
    
  • J. Zico Kolter
    The power of convexity in deep learning
    
  • Xiaojuan Ma
    Towards Human-Engaged AI
    
  • Cynthia Matuszek
    Grounded Language Learning: Where Robotics and NLP Meet
  • Nina Narodytska
    Formal Analysis of Deep Binarized Neural Networks
    
  • Roberto Navigli
    Natural Language Understanding: Instructions for (Present and Future) Use
    
  • Frans A. Oliehoek
    Interactive Learning and Decision Making: Foundations, Insights & Challenges
    
  • Magdalena Ortiz
    Improving Data Management using Domain Knowledge
    
  • Nardine Osman
    Partakable Technology
    
  • Scott Sanner
    Symbolic Compilation, Inference, and Decision-making with Deep-learned Models
    
  • Guy Shani
    Advances and Challenges in Privacy Preserving Planning
    
  • Matthew E. Taylor
    Improving Reinforcement Learning with Human Input
    
  • Serena Villata
    Artificial Argumentation for Humans
    
  • William Yeoh
    Towards Improving the Expressivity and Scalability of Distributed Constraint Optimization Problems
    
  • Yang Yu
    Towards Sample Efficient Reinforcement Learning
    
  • Xiangliang Zhang
    Mining Streaming and Temporal Data: from Representation to Knowledge
    
  • Vincent W. Zheng
    Engineering Graph Features via Network Functional Blocks
    
  • Jun Zhu
    Probabilistic Machine Learning: Models, Algorithms and a Programming Library