Likelihood-Free Inference and Hierarchical Data Assimilation for Geological Carbon Storageby Wenchao Teng, Louis J. DurlofskyFirst…
Amortized Probabilistic Conditioning for Optimization, Simulation and Inferenceby Paul E. Chang, Nasrulloh Loka, Daolang Huang,…
Asymptotic Time-Uniform Inference for Parameters in Averaged Stochastic Approximationby Chuhan Xie, Kaicheng Jin, Jiadong Liang,…
CosFairNet:A Parameter-Space based Approach for Bias Free Learningby Rajeev Ranjan Dwivedi, Priyadarshini Kumari, Vinod K…
Controllable RANSAC-based Anomaly Detection via Hypothesis Testingby Le Hong Phong, Ho Ngoc Luat, Vo Nguyen…
A Fast AI Surrogate for Coastal Ocean Circulation Modelsby Zelin Xu, Jie Ren, Yupu Zhang,…
FIT-GNN: Faster Inference Time for GNNs Using Coarseningby Shubhajit Roy, Hrriday Ruparel, Kishan Ved, Anirban…
Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptationby Nguyen Thang Loi, Duong Tan…
Predictive variational inference: Learn the predictively optimal posterior distributionby Jinlin Lai, Yuling YaoFirst submitted to…
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptationby Zixin Wang, Dong Gong, Sen…