Katherine M. Collins
- Getting aligned on representational alignment
2023/10/18 by Ilia Sucholutsky, Lukas Muttenthaler, Sucholutsky, Ilia +66 · 10 voices · 34 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Neuroscience · #Bioinformatics and Genomic Networks #Machine Learning in Materials Science #Neural dynamics and brain function #cs.AI #cs.LG #cs.NE #q-bio.NC
- Language Model Teams as Distributed Systems
2026/03/12 by Elizabeth Mieczkowski, Katherine M. Collins, Ilia Sucholutsky +2 · 14 voices
#cs.MA
- Building Machines that Learn and Think with People
2024/07/22 by Katherine M. Collins, Collins, Katherine M., Ilia Sucholutsky +23 · 20 citations
Computer Science · Social Sciences · #AI in Service Interactions #Ethics and Social Impacts of AI
- Can Large Language Models Understand Symbolic Graphics Programs?
2024/08/15 by Zeju Qiu, Weiyang Liu, Qiu, Zeju +18 · 2 voices · 9 citations
Computer Science · #Model-Driven Software Engineering Techniques
- Evaluating Language Models for Mathematics through Interactions
2023/06/02 by Katherine M. Collins, Albert Q. Jiang, Collins, Katherine M. +25 · 5 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
- Learning Signal-Agnostic Manifolds of Neural Fields
2021/11/11 by Yilun Du, Du, Yilun, Katherine M. Collins +5 · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Image Processing and 3D Reconstruction
- The efficiency-gain illusion: People underestimate the rate of AI use and overestimate its benefits on simple tasks
2026/05/21 by Sunny Yu, Myra Cheng, Ahmad Jabbar +4 · 4 voices
#cs.CY #cs.HC
- FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines
2023/07/28 by Matthew L Barker, Barker, Matthew, Emma Kallina +15 · 3 citations
Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Business Process Modeling and Analysis #Software System Performance and Reliability
- Selective Concept Models: Permitting Stakeholder Customisation at Test-Time
2023/06/14 by Matthew L Barker, Barker, Matthew, Katherine M. Collins +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- The Neuro-Symbolic Inverse Planning Engine (NIPE): Modeling Probabilistic Social Inferences from Linguistic Inputs
2023/06/25 by Lance Ying, Ying, Lance, Katherine M. Collins +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Modulating Language Model Experiences through Frictions
2024/06/24 by Katherine M. Collins, Collins, Katherine M., Valerie Chen +15 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Assessing Adaptive World Models in Machines with Novel Games
2025/07/17 by Lance Ying, Katherine M. Collins, Ying, Lance +28 · 2 voices · 6 citations
Computer Science · #Artificial Intelligence in Games #Computability, Logic, AI Algorithms #Reinforcement Learning in Robotics #cs.AI #cs.LG
- Modeling Open-World Cognition as On-Demand Synthesis of Probabilistic Models
2025/07/16 by Lionel Wong, Wong, Lionel, Katherine M. Collins +19 · 4 voices · 7 citations
#cs.CL #cs.AI #cs.PL
- Learning Personalized Decision Support Policies
2023/04/13 by Umang Bhatt, Bhatt, Umang, Valerie Chen +11 · 1 citation
Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Smart Grid Energy Management
- Data for Mathematical Copilots: Better Ways of Presenting Proofs for Machine Learning
2024/12/19 by Simon Frieder, Frieder, Simon, Jonas Bayer +27 · 2 citations
Computer Science · #Numerical Methods and Algorithms #Mathematics, Computing, and Information Processing #Polynomial and algebraic computation
- People use fast, goal-directed simulation to reason about novel games
2024/07/19 by Cedegao E. Zhang, Katherine M. Collins, Zhang, Cedegao E. +8 · 2 citations
Psychology · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Educational Games and Gamification #FOS: Biological sciences #FOS: Computer and information sciences #Neurons and Cognition (q-bio.NC)
- AI Gamestore: Scalable, Open-Ended Evaluation of Machine General Intelligence with Human Games
2026/02/19 by Lance Ying, Ryan Truong, Prafull Sharma +9 · 4 voices
Computer Science · #cs.AI