Andi Peng

1. Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
   2023/07/27 by Stephen Casper, Xander Davies, Casper, Stephen +65 · 3 voices · 99 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Reliability and Analysis Research #cs.AI #cs.CL #cs.LG
2. Getting aligned on representational alignment
   2023/10/18 by Ilia Sucholutsky, Sucholutsky, Ilia, Lukas Muttenthaler +66 · 10 voices · 35 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
3. Learning How Hard to Think: Input-Adaptive Allocation of LM Computation
   2024/10/07 by Mehul Damani, Damani, Mehul, Idan Shenfeld +7 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing
4. Investigations of Performance and Bias in Human-AI Teamwork in Hiring
   2022/02/21 by Andi Peng, Besmira Nushi, Peng, Andi +7 · 3 citations
   Computer Science · Psychology · #Mobile Crowdsensing and Crowdsourcing #Human-Automation Interaction and Safety #Explainable Artificial Intelligence (XAI)
5. The Future of Open Human Feedback
   2024/08/15 by Shachar Don-Yehiya, Don-Yehiya, Shachar, Ben Burtenshaw +37 · 4 citations
   Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC)
6. What You See Is What You Get? The Impact of Representation Criteria on\n Human Bias in Hiring
   2019/09/08 by Andi Peng, Peng, Andi, Besmira Nushi +9 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computers and Society (cs.CY) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Voting Systems #Human-Computer Interaction (cs.HC)
7. Adaptive Language-Guided Abstraction from Contrastive Explanations
   2024/09/12 by Andi Peng, Belinda Z. Li, Peng, Andi +11 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robotics (cs.RO) #Semantic Web and Ontologies #Topic Modeling