Papers
Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors
Farzad Pourkamali, Nicolas Macris
Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space
Saghar Adler, Vijay Subramanian
Bayesian Learning via Q-Exponential Process
Shuyi Li, Michael O'Connor, Shiwei Lan
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval
Frederik Warburg, Marco Miani, Silas Brack et al.
Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability
David Liu, Mate Lengyel
Bayesian Optimisation of Functions on Graphs
Xingchen Wan, Pierre Osselin, Henry Kenlay et al.
Bayesian Optimization with Cost-varying Variable Subsets
Sebastian Tay, Chuan Sheng Foo, Daisuke Urano et al.
Bayesian Risk-Averse Q-Learning with Streaming Observations
Yuhao Wang, Enlu Zhou
Bayesian target optimisation for high-precision holographic optogenetics
Marcus Triplett, Marta Gajowa, Hillel Adesnik et al.
BayesTune: Bayesian Sparse Deep Model Fine-tuning
Minyoung Kim, Timothy Hospedales
BCDiff: Bidirectional Consistent Diffusion for Instantaneous Trajectory Prediction
Rongqing Li, Changsheng Li, Dongchun Ren et al.
BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset
Jiaming Ji, Mickel Liu, Josef Dai et al.
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks
Stephanie Milani, Anssi Kanervisto, Karolis Ramanauskas et al.
Behavior Alignment via Reward Function Optimization
Dhawal Gupta, Yash Chandak, Scott Jordan et al.
Belief Projection-Based Reinforcement Learning for Environments with Delayed Feedback
Jangwon Kim, Hangyeol Kim, Jiwook Kang et al.
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
Subhro Roy, Samuel Thomson, Tongfei Chen et al.
Benchmarking and Analyzing 3D-aware Image Synthesis with a Modularized Codebase
Qiuyu Wang, Zifan Shi, Kecheng Zheng et al.
Benchmarking Distribution Shift in Tabular Data with TableShift
Josh Gardner, Zoran Popovic, Ludwig Schmidt
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Bone Shape Reconstruction
Mahesh Shakya, Bishesh Khanal
Benchmarking Foundation Models with Language-Model-as-an-Examiner
Yushi Bai, Jiahao Ying, Yixin Cao et al.
Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset
Junling Liu, Peilin Zhou, Yining Hua et al.
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
Shuo Chen, Jindong Gu, Zhen Han et al.
Benchmarking Robustness to Adversarial Image Obfuscations
Florian Stimberg, Ayan Chakrabarti, Chun-Ta Lu et al.
Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis
Geonu Kim, Byunggook Na, Gunhee Kim et al.
BERT Lost Patience Won't Be Robust to Adversarial Slowdown
Zachary Coalson, Gabriel Ritter, Rakesh Bobba et al.