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31 Results
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Poster
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Wed 9:00 |
Beyond IID: data-driven decision-making in heterogeneous environments Omar Besbes · Will Ma · Omar Mouchtaki |
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Poster
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Tue 14:00 |
Data-Driven Offline Decision-Making via Invariant Representation Learning Han Qi · Yi Su · Aviral Kumar · Sergey Levine |
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Workshop
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Fri 8:30 |
Language models and interactive decision-making Igor Mordatch |
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Workshop
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A Bayesian Causal Inference Approach for Assessing Fairness in Clinical Decision-Making Linying Zhang · Lauren Richter · Yixin Wang · Anna Ostropolets · Noemie Elhadad · David Blei · George Hripcsak |
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Workshop
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Sat 7:00 |
Is Conditional Generative Modeling all you need for Decision-Making? |
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Poster
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Tue 14:00 |
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents James MacGlashan · Evan Archer · Alisa Devlic · Takuma Seno · Craig Sherstan · Peter Wurman · Peter Stone |
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Workshop
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Is Conditional Generative Modeling all you need for Decision-Making? Anurag Ajay · Yilun Du · Abhi Gupta · Josh Tenenbaum · Tommi Jaakkola · Pulkit Agrawal |
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Poster
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Tue 9:00 |
On the Complexity of Adversarial Decision Making Dylan J Foster · Alexander Rakhlin · Ayush Sekhari · Karthik Sridharan |
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Workshop
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What Makes a Good Explanation?: A Unified View of Properties of Interpretable ML Varshini Subhash · Zixi Chen · Marton Havasi · Weiwei Pan · Finale Doshi-Velez |
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Poster
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Optimizing Data Collection for Machine Learning Rafid Mahmood · James Lucas · Jose M. Alvarez · Sanja Fidler · Marc Law |
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Poster
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Tue 14:00 |
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure Paul Novello · Thomas FEL · David Vigouroux |
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Workshop
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Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task Jannik Kossen · Cătălina Cangea · Eszter Vértes · Andrew Jaegle · Viorica Patraucean · Ira Ktena · Nenad Tomasev · Danielle Belgrave |