Summary of Mind the Gap: a Causal Perspective on Bias Amplification in Prediction & Decision-making, by Drago Plecko et al.
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Makingby Drago Plecko,…
Summary of Reshuffling Resampling Splits Can Improve Generalization Of Hyperparameter Optimization, by Thomas Nagler et al.
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimizationby Thomas Nagler, Lennart Schneider, Bernd Bischl,…
Summary of Minimizing Ucb: a Better Local Search Strategy in Local Bayesian Optimization, by Zheyi Fan et al.
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimizationby Zheyi Fan, Wenyu Wang,…
Summary of Semi-supervised Learning Guided by the Generalized Bayes Rule Under Soft Revision, By Stefan Dietrich et al.
Semi-Supervised Learning guided by the Generalized Bayes Rule under Soft Revisionby Stefan Dietrich, Julian Rodemann,…
Summary of Trajectory-based Multi-objective Hyperparameter Optimization For Model Retraining, by Wenyu Wang et al.
Trajectory-Based Multi-Objective Hyperparameter Optimization for Model Retrainingby Wenyu Wang, Zheyi Fan, Szu Hui NgFirst submitted…
Summary of Bayesian Optimization Of Functions Over Node Subsets in Graphs, by Huidong Liang et al.
Bayesian Optimization of Functions over Node Subsets in Graphsby Huidong Liang, Xingchen Wan, Xiaowen DongFirst…
Summary of Online Prompt Pricing Based on Combinatorial Multi-armed Bandit and Hierarchical Stackelberg Game, by Meiling Li et al.
Online Prompt Pricing based on Combinatorial Multi-Armed Bandit and Hierarchical Stackelberg Gameby Meiling Li, Hongrun…
Summary of Adjointdeis: Efficient Gradients For Diffusion Models, by Zander W. Blasingame and Chen Liu
AdjointDEIS: Efficient Gradients for Diffusion Modelsby Zander W. Blasingame, Chen LiuFirst submitted to arxiv on:…
Summary of Bimix: a Bivariate Data Mixing Law For Language Model Pretraining, by Ce Ge et al.
BiMix: A Bivariate Data Mixing Law for Language Model Pretrainingby Ce Ge, Zhijian Ma, Daoyuan…
Summary of Mallowspo: Fine-tune Your Llm with Preference Dispersions, by Haoxian Chen et al.
MallowsPO: Fine-Tune Your LLM with Preference Dispersionsby Haoxian Chen, Hanyang Zhao, Henry Lam, David Yao,…