Summary of Stein Variational Evolution Strategies, by Cornelius V. Braun et al.
Stein Variational Evolution Strategiesby Cornelius V. Braun, Robert T. Lange, Marc ToussaintFirst submitted to arxiv…
Summary of Provable Acceleration Of Nesterov’s Accelerated Gradient For Rectangular Matrix Factorization and Linear Neural Networks, by Zhenghao Xu et al.
Provable Acceleration of Nesterov’s Accelerated Gradient for Rectangular Matrix Factorization and Linear Neural Networksby Zhenghao…
Summary of Efficient Line Search For Optimizing Area Under the Roc Curve in Gradient Descent, by Jadon Fowler and Toby Dylan Hocking
Efficient line search for optimizing Area Under the ROC Curve in gradient descentby Jadon Fowler,…
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 Simultaneous Weight and Architecture Optimization For Neural Networks, by Zitong Huang et al.
Simultaneous Weight and Architecture Optimization for Neural Networksby Zitong Huang, Mansooreh Montazerin, Ajitesh SrivastavaFirst submitted…
Summary of Can Looped Transformers Learn to Implement Multi-step Gradient Descent For In-context Learning?, by Khashayar Gatmiry et al.
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?by Khashayar Gatmiry, Nikunj…
Summary of Randomized Asymmetric Chain Of Lora: the First Meaningful Theoretical Framework For Low-rank Adaptation, by Grigory Malinovsky et al.
Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptationby Grigory Malinovsky,…
Summary of On the Convergence Of (stochastic) Gradient Descent For Kolmogorov–arnold Networks, by Yihang Gao et al.
On the Convergence of (Stochastic) Gradient Descent for Kolmogorov–Arnold Networksby Yihang Gao, Vincent Y. F.…
Summary of On Barycenter Computation: Semi-unbalanced Optimal Transport-based Method on Gaussians, by Ngoc-hai Nguyen et al.
On Barycenter Computation: Semi-Unbalanced Optimal Transport-based Method on Gaussiansby Ngoc-Hai Nguyen, Dung Le, Hoang-Phi Nguyen,…
Summary of Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations, by Stephen Carrow et al.
Neural Reasoning Networks: Efficient Interpretable Neural Networks With Automatic Textual Explanationsby Stephen Carrow, Kyle Harper…