activity
20102026
most citedCombination of Hyperband and Bayesian Optimization for Hyperparameter Optimization in Deep Learning

57 citations · 159 across the 36 of their papers we have counts for

collaborators

37 papers

cs.LG2026

FIFA World Cup 2026 as a Contamination-Free Benchmark for LLM Forecasting Agents: Four Models, a Bookmaker, and 104 Matches

Jiacheng Ding, Cong Guo, Jason Xu

We introduce WC2026-Agents, a benchmark and dataset for evaluating large language models (LLMs) as autonomous forecasting agents on real, future events. For every one of the 104 ma…

stat.ME2026

Constrained Weighted Bayesian Bootstrap

Sam Rosen, Jason Xu

We prove the weighted Bayesian bootstrap, a method for approximate sampling of a posterior distribution, can be extended to sample from general constrained posterior distributions…

stat.ML2026

Affinity Graph Connectivity in Convex Clustering

Sam Rosen, Jason Xu

We generalize finite-sample bounds for convex clustering to the setting where affinity weights appearing in the objective correspond to a general connected graph. These bounds and…

stat.ME2026

Bayesian Distance-to-Set Models: from Latent Variable to Latent Projection

Leo L Duan, Yuexi Wang, Jason Xu

Statistical models often assume that data are generated near a structured, smooth, or low-dimensional set. A common approach is to use Bayesian latent variable models, in which eac…

stat.CO2024

A Bayesian approach for fitting semi-Markov mixture models of cancer latency to individual-level data

Raphael Morsomme, Shannon Holloway, Marc Ryser +1

Multi-state models of cancer natural history are widely used for designing and evaluating cancer early detection strategies. Calibrating such models against longitudinal data from…

stat.ME2024

Bridged Posterior: Optimization, Profile Likelihood and a New Approach to Generalized Bayes

Cheng Zeng, Eleni Dilma, Jason Xu +1

Optimization is widely used in statistics, and often efficiently delivers point estimates on useful spaces involving structural constraints or combinatorial structure. To quantify…