Apr 11 4:00 pm Dissecting Driver Behaviors Under Cognitive, Emotional, Sensorimotor, and Mixed Stressors
Sep 26 4:00 pm Deep Reinforcement Learning for Sequential Decision Making Tasks with Natural Language Interaction
Oct 10 4:00 pm Learning Fast and Slow: Levels of Learning in General Autonomous Intelligent Agents && Semantic Robot Programming
Nov 28 4:00 pm Inferring and Summarizing Multi-source Graph Data && Learning Actionable & Credible Risk Stratification Models for Healthcare
Apr 1 10:30 am Towards Human-Level Recognition via Contextual, Dynamic, and Predictive Representations
Apr 8 10:30 am Bridging Data, Design, and Domain Knowledge to Build Human-Centered Systems that Support Wellbeing
Oct 8 4:00 pm - 5:15 pm Friends Don’t Let Friends Deploy Black-Box Models: The Importance of Intelligibility in Machine Learning for HealthCare
Nov 5 4:00 pm - 5:15 pm Toward Human-Like AI: Cognitive Architecture, Common Model of Cognition & Interactive Task Learning
Feb 25 4:00 pm - 5:15 pm Distortion-based Analysis of Voting: Limited Communication, and an Analysis Framework based on LP Duality and Flows
Nov 3 4:00 pm - 5:30 pm Jitendra Malik | Where Do We Come From, What Are We Doing, Where Are We Going
Sep 28 4:00 pm - 5:30 pm Machine Learning and Causality: Building Efficient, Reliable Models for Decision-Making
Oct 12 4:00 pm - 5:30 pm The facebook files at training time: incentivizing discrimination in machine learning
Oct 19 4:00 pm - 5:30 pm Knowledge-enhanced Text Generation: The Curious Case of Figurative Language and Argumentation
Dec 7 1:00 pm - 2:30 pm Expanding the frontiers of AI – Applications in Environmental Conservation and Health
Jan 25 4:00 pm - 5:30 pm Defining cellular identity from single-cell genomic data with machine learning
Mar 22 4:00 pm - 5:30 pm Bringing Ethics and Justice into CS Courses: The Social and Political Factors at Play in Entry-Level CS Concepts
Oct 11 4:00 pm - 5:00 pm AI Seminar: Con Slobodchikoff – Decoding Animal Languages: Possibilities and Challenges
Nov 8 4:00 pm - 5:00 pm AI Seminar: David Jurgens – Does chocolate really cure cancer? Modeling Information Change in Science Communication
Nov 29 12:00 pm - 1:00 pm AI Seminar: Iryna Gurevych – Comment – Link – Revise: Towards a General Framework for Modelling Interconnected Texts
Dec 6 4:00 pm - 5:00 pm AI Seminar: Stella Yu – Unsupervised Data-Driven Learning of Visual Hierarchy
Jan 24 4:00 pm - 5:00 pm AI Seminar: Cynthia Rudin – Understanding How Dimension Reduction Tools Work
Jan 31 4:00 pm - 5:00 pm Confounding-Robust Policy Learning under Sequentially Exogenous Unobserved Confounders
Apr 4 4:00 pm - 5:00 pm Exploiting Domain Knowledge and Modular Semantics in Deep Learning for Natural Language Comprehension and Grounding
Sep 1 1:30 pm - 3:00 pm Measuring and Improving the Internal Conceptual Representations of Deep Learning
Nov 16 4:00 pm - 5:00 pm Automatically Capturing and Reflecting Latent Label Dependencies in Machine Learning Models
Jan 17 10:00 am - 11:00 am Strategic Reasoning in Machine Learning, with Implications for Security and Fairness
Jan 30 4:00 pm - 5:00 pm Realizing AI for Impact: Uncertainty and Human-Agent Collaboration in Multi-Agent Systems for Public Health and Conservation
Mar 5 4:00 pm - 5:00 pm Towards a Science of Human-AI Decision Making: Empirical Understandings, Computational Models, and Intervention Designs