Wilson, Ashia
- Approximate Cross-validation: Guarantees for Model Assessment and Selection
2020/03/02 by Wilson, Ashia, Kasy, Maximilian, Mackey, Lester · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The Disparate Equilibria of Algorithmic Decision Making when Individuals Invest Rationally
2019/10/04 by Liu, Lydia T., Wilson, Ashia, Haghtalab, Nika +3 · 3 citations
#Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #Theoretical Economics (econ.TH)
- As an AI Language Model, "Yes I Would Recommend Calling the Police": Norm Inconsistency in LLM Decision-Making
2024/05/23 by Shomik Jain, D Calacci, Jain, Shomik +4 · 1 voice · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Comparative and International Law Studies #Computers and Society (cs.CY) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #cs.CY
- Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized
2024/04/12 by Shomik Jain, Jain, Shomik, Kathleen Creel +3 · 4 citations
Computer Science · #Computers and Society (cs.CY) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #K.4.0
- Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm
2023/12/14 by Srinivasan, Vishwak, Wibisono, Andre, Wilson, Ashia · 3 citations
#Computation (stat.CO) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Interaction Context Often Increases Sycophancy in LLMs
2025/09/15 by Shomik Jain, Charlotte Park, Jain, Shomik +7 · 1 voice · 5 citations
#cs.HC
- Accelerated Stochastic Optimization Methods under Quasar-convexity
2023/05/08 by Fu, Qiang, Xu, Dongchu, Wilson, Ashia · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Multilevel Optimization for Inverse Problems
2022/04/28 by Simon Weißmann, Weissmann, Simon, Ashia Wilson +3 · 2 citations
Computer Science · #65K10 #65N21 #65N75 #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Neural Networks and Applications #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework
2025/09/25 by Shomik Jain, Jack Lanchantin, Jain, Shomik +10 · 3 citations
Engineering · Materials Science · Medicine · #Advancements in Photolithography Techniques #Cell Adhesion Molecules Research #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Copper Interconnects and Reliability #FOS: Computer and information sciences
- High-accuracy sampling from constrained spaces with the Metropolis-adjusted Preconditioned Langevin Algorithm
2024/12/24 by Vishwak Srinivasan, Srinivasan, Vishwak, Andre Wibisono +3 · 1 voice · 1 citation
Earth and Planetary Sciences · Engineering · Mathematics · #Markov Chains and Monte Carlo Methods #Seismic Imaging and Inversion Techniques #Sparse and Compressive Sensing Techniques #math.ST #stat.CO #stat.ML
- Mean-field underdamped Langevin dynamics and its spacetime discretization
2023/12/26 by Qiang Fu, Ashia Wilson, Fu, Qiang +1 · 1 citation
Physics and Astronomy · Computer Science · Mathematics · #Model Reduction and Neural Networks #Adversarial Robustness in Machine Learning #Markov Chains and Monte Carlo Methods
- Homogeneous Algorithms Can Reduce Competition in Personalized Pricing
2025/03/19 by Nam Hoon Jo, Kathleen Creel, Jo, Nathanael +5 · 2 citations
Business, Management and Accounting · #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #Digital Platforms and Economics #FOS: Computer and information sciences
- UCD: Unlearning in LLMs via Contrastive Decoding
2025/06/12 by Vinith M. Suriyakumar, Suriyakumar, Vinith M., Ayush Sekhari +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques