An Extensive Study on D2C: Overfitting Remediation in Deep Learning Using a Decentralized Approachby Md.…
Ruppert-Polyak averaging for Stochastic Order Oracleby V.N. Smirnov, K.M. Kazistova, I.A. Sudakov, V. Leplat, A.V.…
ExAL: An Exploration Enhanced Adversarial Learning Algorithmby A Vinil, Aneesh Sreevallabh Chivukula, Pranav ChintareddyFirst submitted…
Distribution-aware Online Continual Learning for Urban Spatio-Temporal Forecastingby Chengxin Wang, Gary Tan, Swagato Barman Roy,…
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewardsby Ziyu Chen, Zhiqing Xiao,…
Navigating the Effect of Parametrization for Dimensionality Reductionby Haiyang Huang, Yingfan Wang, Cynthia RudinFirst submitted…
Enhancing Symbolic Regression and Universal Physics-Informed Neural Networks with Dimensional Analysisby Lena Podina, Diba Darooneh,…
An AutoML-based approach for Network Intrusion Detectionby Nana Kankam Gyimah, Judith Mwakalonge, Gurcan Comert, Saidi…
Making Images from Images: Interleaving Denoising and Transformationby Shumeet Baluja, David Marwood, Ashwin BalujaFirst submitted…
Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximizationby Deep Chakraborty, Yann LeCun, Tim G. J.…