Summary of From Fourier to Neural Odes: Flow Matching For Modeling Complex Systems, by Xin Li et al.
From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systemsby Xin Li, Jingdong Zhang,…
Summary of Comparisons Are All You Need For Optimizing Smooth Functions, by Chenyi Zhang and Tongyang Li
Comparisons Are All You Need for Optimizing Smooth Functionsby Chenyi Zhang, Tongyang LiFirst submitted to…
Summary of Adjacent Leader Decentralized Stochastic Gradient Descent, by Haoze He et al.
Adjacent Leader Decentralized Stochastic Gradient Descentby Haoze He, Jing Wang, Anna ChoromanskaFirst submitted to arxiv…
Summary of Preparing For Black Swans: the Antifragility Imperative For Machine Learning, by Ming Jin
Preparing for Black Swans: The Antifragility Imperative for Machine Learningby Ming JinFirst submitted to arxiv…
Summary of Submodular Information Selection For Hypothesis Testing with Misclassification Penalties, by Jayanth Bhargav et al.
Submodular Information Selection for Hypothesis Testing with Misclassification Penaltiesby Jayanth Bhargav, Mahsa Ghasemi, Shreyas SundaramFirst…
Summary of On Constructing Algorithm Portfolios in Algorithm Selection For Computationally Expensive Black-box Optimization in the Fixed-budget Setting, by Takushi Yoshikawa and Ryoji Tanabe
On Constructing Algorithm Portfolios in Algorithm Selection for Computationally Expensive Black-box Optimization in the Fixed-budget…
Summary of Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System, By Chen Chen et al.
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue Systemby Chen Chen, Ruizhe Li, Yuchen…
Summary of Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learning, by Haoyue Song et al.
Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learningby Haoyue Song, Jiacheng Wang,…
Summary of Simultaneous Masking, Not Prompting Optimization: a Paradigm Shift in Fine-tuning Llms For Simultaneous Translation, by Matthew Raffel et al.
Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translationby Matthew…
Summary of Time-varying Constraint-aware Reinforcement Learning For Energy Storage Control, by Jaeik Jeong et al.
Time-Varying Constraint-Aware Reinforcement Learning for Energy Storage Controlby Jaeik Jeong, Tai-Yeon Ku, Wan-Ki ParkFirst submitted…