Tian Qin
- Random Scaling of Emergent Capabilities
2025/02/24 by Rosie Zhao, Zhao, Rosie, Tian Qin +8 · 2 voices · 5 citations
Decision Sciences · #Complex Systems and Decision Making #cs.LG
- Distinguishing the Knowable from the Unknowable with Language Models
2024/02/05 by Gustaf Ahdritz, Ahdritz, Gustaf, Tian Qin +7 · 5 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- Can Interpretation Predict Behavior on Unseen Data?
2025/07/08 by Victoria R. Li, Jenny Kaufmann, Li, Victoria R. +8 · 1 voice · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #cs.AI #cs.CL #cs.LG
- Supervised Algorithmic Fairness in Distribution Shifts: A Survey
2024/02/02 by Minglai Shao, Shao, Minglai, Dong Li +9 · 3 citations
Social Sciences · #Insurance, Mortality, Demography, Risk Management
- Sometimes I am a Tree: Data Drives Unstable Hierarchical Generalization
2024/12/05 by Tian Qin, Qin, Tian, Naomi Saphra +3 · 2 voices · 2 citations
Computer Science · #Computational Physics and Python Applications #Data Analysis with R #Neural Networks and Applications #cs.CL #cs.LG
- Decomposing Elements of Problem Solving: What "Math" Does RL Teach?
2025/05/28 by Tian Qin, C. Park, Qin, Tian +12 · 5 citations
Computer Science · Mathematics · Psychology · #Artificial Intelligence (cs.AI) #Cognitive and developmental aspects of mathematical skills #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Teaching and Learning Programming #Visual and Cognitive Learning Processes
- To Backtrack or Not to Backtrack: When Sequential Search Limits Model Reasoning
2025/04/09 by Tian Qin, David Alvarez-Melis, Qin, Tian +5 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Models
2024/10/23 by Zhixia He, He, Zhixia, Chen Zhao +9 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Text Analysis Techniques #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
- Benefits of Permutation-Equivariance in Auction Mechanisms
2022/10/11 by Tian Qin, Fengxiang He, Qin, Tian +7 · 1 citation
Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
- Backpropagation-Free Trunk Training via the Split Forward Gradients
2026/07/18 by Tian Qin, Wei-Min Huang
#stat.ML #cs.LG
- Bridging Compute- and Data-Optimal Pretraining
2026/07/28 by Tian Qin, Kimia Hamidieh, David Alvarez-Melis
#cs.LG #cs.AI #cs.PF