Training Single-Layer Morphological Perceptron Using Convex-Concave Programmingby Iara Cunha, Marcos Eduardo ValleFirst submitted to arxiv…
Beyond Regrets: Geometric Metrics for Bayesian Optimizationby Jungtaek KimFirst submitted to arxiv on: 3 Jan…
Decentralized Multi-Task Online Convex Optimization Under Random Link Failuresby Wenjing Yan, Xuanyu CaoFirst submitted to…
Fast & Fair: Efficient Second-Order Robust Optimization for Fairness in Machine Learningby Allen Minch, Hung…
From Function to Distribution Modeling: A PAC-Generative Approach to Offline Optimizationby Qiang Zhang, Ruida Zhou,…
View-based Explanations for Graph Neural Networksby Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu…
Trajectory-Oriented Policy Optimization with Sparse Rewardsby Guojian Wang, Faguo Wu, Xiao ZhangFirst submitted to arxiv…
An Invariant Information Geometric Method for High-Dimensional Online Optimizationby Zhengfei Zhang, Yunyue Wei, Yanan SuiFirst…
Ravnest: Decentralized Asynchronous Training on Heterogeneous Devicesby Anirudh Rajiv Menon, Unnikrishnan Menon, Kailash AhirwarFirst submitted…
Constrained Online Two-stage Stochastic Optimization: Algorithm with (and without) Predictionsby Piao Hu, Jiashuo Jiang, Guodong…