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The standard Interaction Flow Modeling Language (IFML) is designed for expressing the content, user interaction and control ...

Speaker: Saptarshi Roy, Postdoc Research Fellow, The University of Texas at Austin Abstract: We consider the problem of model ...

Introduction to Intermediate Interaction Flow Modeling Language Diagrams in Enterprise Architect, used to model the flow ...

Abstract: A fundamental problem in optimization is finding an ε-first-order stationary point of a smooth function using only gradient ...

Abstract: What would it mean for AI to understand skilled human activity? In augmented reality (AR), a person wearing smart ...

We had a full house for the Machine Learning Lab Public Lecture on April 1, 2022. Alex Dimakis presented "AI for Accurate and ...

Abstract: Retraining a model using its own predictions together with the original, potentially noisy labels is a well-known strategy ...

Abstract: While many robots are currently deployable in factories, warehouses, and homes, their autonomous deployment ...

Abstract: One of the most natural approaches to reinforcement learning (RL) with function approximation is value iteration, which ...

Abstract: Computer vision has made remarkable advances through data-driven learning of image-text associations. Large-scale ...

Leaders of the NSF AI Institute for Foundations of Machine Learning (IFML) sit down to share insights about the real-world impact ...