Papers
Non-linear process convolutions for multi-output Gaussian processes
Mauricio A. Alvarez, Wil Ward, Cristian Guarnizo
On Connecting Stochastic Gradient MCMC and Differential Privacy
Bai Li, Changyou Chen, Hao Liu et al.
On Constrained Nonconvex Stochastic Optimization: A Case Study for Generalized Eigenvalue Decomposition
Zhehui Chen, Xingguo Li, Lin Yang et al.
On Euclidean k-Means Clustering with alpha-Center Proximity
Amit Deshpande, Anand Louis, Apoorv Singh
On Kernel Derivative Approximation with Random Fourier Features
Zoltan Szabo, Bharath Sriperumbudur
Online Algorithm for Unsupervised Sensor Selection
Arun Verma, Manjesh Hanawal, Csaba Szepesvari et al.
Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series
Rui Xie, Zengyan Wang, Shuyang Bai et al.
Online Learning in Kernelized Markov Decision Processes
Sayak Ray Chowdhury, Aditya Gopalan
Online learning with feedback graphs and switching costs
Anshuka Rangi, Massimo Franceschetti
Online Multiclass Boosting with Bandit Feedback
Daniel T. Zhang, Young Hun Jung, Ambuj Tewari
On Structure Priors for Learning Bayesian Networks
Ralf Eggeling, Jussi Viinikka, Aleksis Vuoksenmaa et al.
On Target Shift in Adversarial Domain Adaptation
Yitong Li, Michael Murias, Samantha Major et al.
On the Connection Between Learning Two-Layer Neural Networks and Tensor Decomposition
Marco Mondelli, Andrea Montanari
On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes
Xiaoyu Li, Francesco Orabona
On the Dynamics of Gradient Descent for Autoencoders
Thanh V. Nguyen, Raymond K. W. Wong, Chinmay Hegde
On the Interaction Effects Between Prediction and Clustering
Matt Barnes, Artur Dubrawski
On Theory for BART
Veronika Ročková, Enakshi Saha
Optimal Minimization of the Sum of Three Convex Functions with a Linear Operator
Seyoon Ko, Joong-Ho Won
Optimal Noise-Adding Mechanism in Additive Differential Privacy
Quan Geng, Wei Ding, Ruiqi Guo et al.
Optimal Testing in the Experiment-rich Regime
Sven Schmit, Virag Shah, Ramesh Johari
Optimal Transport for Multi-source Domain Adaptation under Target Shift
Ievgen Redko, Nicolas Courty, Rémi Flamary et al.
Optimization of Inf-Convolution Regularized Nonconvex Composite Problems
Emanuel Laude, Tao Wu, Daniel Cremers
Optimizing over a Restricted Policy Class in MDPs
Ershad Banijamali, Yasin Abbasi-Yadkori, Mohammad Ghavamzadeh et al.