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Workshop
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Beyond Decision Recommendations: Stop Putting Machine Learning First and Design Human-Centered AI for Decision Support
Zana Bucinca · Alexandra Chouldechova · Jennifer Wortman Vaughan · Krzysztof Z Gajos
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Workshop
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The Challenges and Opportunities in Overcoming Algorithm Aversion in Human-AI Collaboration
Lingwei Cheng · Alexandra Chouldechova
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Workshop
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Honesty as the Primary Design Guidelineof Machine Learning User Interfaces
Claudio Pinhanez
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Workshop
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Understanding the Criticality of Human Adaptation when Designing Human-Centered AI Teammates
Christopher Flathmann · Nathan McNeese
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Workshop
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The Design Space of Pre-Trained Models
Meredith Morris · Carrie Cai · Jess Holbrook · Chinmay Kulkarni · Michael Terry
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Workshop
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Structured Q-learning For Antibody Design
Alexander Cowen-Rivers · Philip John Gorinski · aivar sootla · Asif Khan · Jun WANG · Jan Peters · Haitham Bou Ammar
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Workshop
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Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
Leo Feng · Padideh Nouri · Aneri Muni · Yoshua Bengio · Pierre-Luc Bacon
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Workshop
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EvoOpt: an MSA-guided, fully unsupervised sequence optimization pipeline for protein design
Hideki Yamaguchi · Yutaka Saito
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Workshop
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Ligand-aware protein sequence design using protein self contacts
Jody Mou · Benjamin Fry · Chun-Chen Yao · Nicholas Polizzi
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Workshop
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Collaborative symmetricity exploitation for offline learning of hardware design solver
HAEYEON KIM · Minsu Kim · joungho kim · Jinkyoo Park
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Workshop
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Multi-objective Reinforcement Learning with Adaptive Pareto Reset for Prefix Adder Design
Jialin Song · Rajarshi Roy · Jonathan Raiman · Robert Kirby · Neel Kant · Saad Godil · Bryan Catanzaro
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Workshop
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An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design
Mingjie Liu · Haoyu Yang · David Pan · Brucek Khailany · Mark Ren
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