event forecasting 1group attention 1neural hawkes process 1quantile regression 1temporal knowledge graphs 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.LG2026
GAttNHP: Group Attention Neural Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs
Xiangni Tian, Kaixian Yu, Runpeng Dai +2
The paper proposes GAttNHP, a model that combines self‑attention encoding, soft grouping of Hawkes process priors, and non‑crossing quantile regression to better forecast future ev…
stat.ML2026
Robust Sequential Experimental Design for A/B Testing
Qianglin Wen, Xiangkun Wu, Chengchun Shi +4
Experimental design has emerged as a powerful approach for improving the sample efficiency of A/B testing, yet existing designs rely critically on correctly specified models. We st…
stat.ML2025
Unraveling the Interplay between Carryover Effects and Reward Autocorrelations in Switchback Experiments
Qianglin Wen, Chengchun Shi, Ying Yang +2
A/B testing has become the gold standard for policy evaluation in modern technological industries. Motivated by the widespread use of switchback experiments in A/B testing, this pa…