Summary of Resolving Discrepancies in Compute-optimal Scaling Of Language Models, by Tomer Porian et al.
Resolving Discrepancies in Compute-Optimal Scaling of Language Modelsby Tomer Porian, Mitchell Wortsman, Jenia Jitsev, Ludwig…
Summary of Towards Reducing Data Acquisition and Labeling For Defect Detection Using Simulated Data, by Lukas Malte Kemeter et al.
Towards Reducing Data Acquisition and Labeling for Defect Detection using Simulated Databy Lukas Malte Kemeter,…
Summary of Density Ratio Estimation Via Sampling Along Generalized Geodesics on Statistical Manifolds, by Masanari Kimura and Howard Bondell
Density Ratio Estimation via Sampling along Generalized Geodesics on Statistical Manifoldsby Masanari Kimura, Howard BondellFirst…
Summary of Decoding-time Language Model Alignment with Multiple Objectives, by Ruizhe Shi et al.
Decoding-Time Language Model Alignment with Multiple Objectivesby Ruizhe Shi, Yifang Chen, Yushi Hu, Alisa Liu,…
Summary of Predicting the Duration Of Traffic Incidents For Sydney Greater Metropolitan Area Using Machine Learning Methods, by Artur Grigorev et al.
Predicting the duration of traffic incidents for Sydney greater metropolitan area using machine learning methodsby…
Summary of From Biased Selective Labels to Pseudo-labels: An Expectation-maximization Framework For Learning From Biased Decisions, by Trenton Chang and Jenna Wiens
From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisionsby Trenton…
Summary of Qbi: Quantile-based Bias Initialization For Efficient Private Data Reconstruction in Federated Learning, by Micha V. Nowak et al.
QBI: Quantile-Based Bias Initialization for Efficient Private Data Reconstruction in Federated Learningby Micha V. Nowak,…
Summary of Ado-llm: Analog Design Bayesian Optimization with In-context Learning Of Large Language Models, by Yuxuan Yin et al.
ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Modelsby Yuxuan Yin, Yu…
Summary of Aligning Model Properties Via Conformal Risk Control, by William Overman et al.
Aligning Model Properties via Conformal Risk Controlby William Overman, Jacqueline Jil Vallon, Mohsen BayatiFirst submitted…
Summary of Unified Uncertainties: Combining Input, Data and Model Uncertainty Into a Single Formulation, by Matias Valdenegro-toro and Ivo Pascal De Jong and Marco Zullich
Unified Uncertainties: Combining Input, Data and Model Uncertainty into a Single Formulationby Matias Valdenegro-Toro, Ivo…