Summary of Tight Pac-bayesian Risk Certificates For Contrastive Learning, by Anna Van Elst et al.
Tight PAC-Bayesian Risk Certificates for Contrastive Learningby Anna Van Elst, Debarghya GhoshdastidarFirst submitted to arxiv…
Summary of Flow Matching with General Discrete Paths: a Kinetic-optimal Perspective, by Neta Shaul et al.
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspectiveby Neta Shaul, Itai Gat, Marton Havasi,…
Summary of Beyond Algorithm Hyperparameters: on Preprocessing Hyperparameters and Associated Pitfalls in Machine Learning Applications, by Christina Sauer et al.
Beyond algorithm hyperparameters: on preprocessing hyperparameters and associated pitfalls in machine learning applicationsby Christina Sauer,…
Summary of Saver: a Toolbox For Sampling-based, Probabilistic Verification Of Neural Networks, by Vignesh Sivaramakrishnan et al.
SAVER: A Toolbox for Sampling-Based, Probabilistic Verification of Neural Networksby Vignesh Sivaramakrishnan, Krishna C. Kalagarla,…
Summary of 3d Interaction Geometric Pre-training For Molecular Relational Learning, by Namkyeong Lee et al.
3D Interaction Geometric Pre-training for Molecular Relational Learningby Namkyeong Lee, Yunhak Oh, Heewoong Noh, Gyoung…
Summary of Surveying the Effects Of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models, by Alex Havrilla et al.
Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Modelsby…
Summary of Theoretical Limitations Of Multi-layer Transformer, by Lijie Chen et al.
Theoretical limitations of multi-layer Transformerby Lijie Chen, Binghui Peng, Hongxun WuFirst submitted to arxiv on:…
Summary of How Many Ratings Per Item Are Necessary For Reliable Significance Testing?, by Christopher Homan et al.
How Many Ratings per Item are Necessary for Reliable Significance Testing?by Christopher Homan, Flip Korn,…
Summary of Preference-based Pure Exploration, by Apurv Shukla et al.
Preference-based Pure Explorationby Apurv Shukla, Debabrota BasuFirst submitted to arxiv on: 4 Dec 2024CategoriesMain: Machine…
Summary of Data Acquisition For Improving Model Fairness Using Reinforcement Learning, by Jahid Hasan et al.
Data Acquisition for Improving Model Fairness using Reinforcement Learningby Jahid Hasan, Romila PradhanFirst submitted to…