Summary of Analyzing Neural Scaling Laws in Two-layer Networks with Power-law Data Spectra, by Roman Worschech and Bernd Rosenow
Analyzing Neural Scaling Laws in Two-Layer Networks with Power-Law Data Spectraby Roman Worschech, Bernd RosenowFirst…
Summary of Low-dimension-to-high-dimension Generalization and Its Implications For Length Generalization, by Yang Chen et al.
Low-Dimension-to-High-Dimension Generalization And Its Implications for Length Generalizationby Yang Chen, Yitao Liang, Zhouchen LinFirst submitted…
Summary of Towards Sharper Risk Bounds For Minimax Problems, by Bowei Zhu et al.
Towards Sharper Risk Bounds for Minimax Problemsby Bowei Zhu, Shaojie Li, Yong LiuFirst submitted to…
Summary of Deeper Insights Into Deep Graph Convolutional Networks: Stability and Generalization, by Guangrui Yang et al.
Deeper Insights into Deep Graph Convolutional Networks: Stability and Generalizationby Guangrui Yang, Ming Li, Han…
Summary of Distributionally Robust Self-supervised Learning For Tabular Data, by Shantanu Ghosh et al.
Distributionally robust self-supervised learning for tabular databy Shantanu Ghosh, Tiankang Xie, Mikhail KuznetsovFirst submitted to…
Summary of Score Neural Operator: a Generative Model For Learning and Generalizing Across Multiple Probability Distributions, by Xinyu Liao et al.
Score Neural Operator: A Generative Model for Learning and Generalizing Across Multiple Probability Distributionsby Xinyu…
Summary of Metalic: Meta-learning In-context with Protein Language Models, by Jacob Beck et al.
Metalic: Meta-Learning In-Context with Protein Language Modelsby Jacob Beck, Shikha Surana, Manus McAuliffe, Oliver Bent,…
Summary of Juree Not Judges: Safeguarding Llm Interactions with Small, Specialised Encoder Ensembles, by Dom Nasrabadi
JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensemblesby Dom NasrabadiFirst submitted to…
Summary of Generalization From Starvation: Hints Of Universality in Llm Knowledge Graph Learning, by David D. Baek et al.
Generalization from Starvation: Hints of Universality in LLM Knowledge Graph Learningby David D. Baek, Yuxiao…
Summary of Impact Of Missing Values in Machine Learning: a Comprehensive Analysis, by Abu Fuad Ahmad et al.
Impact of Missing Values in Machine Learning: A Comprehensive Analysisby Abu Fuad Ahmad, Md Shohel…