Papers
Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback
Mingrui Zhang, Lin Chen, Hamed Hassani et al.
Online Control with Adversarial Disturbances
Naman Agarwal, Brian Bullins, Elad Hazan et al.
Online Convex Matrix Factorization with Representative Regions
Jianhao Peng, Olgica Milenkovic, Abhishek Agarwal
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games
Gabriele Farina, Christian Kroer, Tuomas Sandholm
Online Convex Optimization in Adversarial Markov Decision Processes
Aviv Rosenberg, Yishay Mansour
Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series
Rui Xie, Zengyan Wang, Shuyang Bai et al.
Online Distilling from Checkpoints for Neural Machine Translation
Hao-Ran Wei, Shujian Huang, Ran Wang et al.
Online Embedding Compression for Text Classification Using Low Rank Matrix Factorization
Anish Acharya, Rahul Goel, Angeliki Metallinou et al.
Online EXP3 Learning in Adversarial Bandits with Delayed Feedback
Ilai Bistritz, Zhengyuan Zhou, Xi Chen et al.
Online Factorization and Partition of Complex Networks by Random Walk
Lin Yang, Zheng Yu, Vladimir Braverman et al.
Online Forecasting of Total-Variation-bounded Sequences
Dheeraj Baby, Yu-Xiang Wang
Online High Rank Matrix Completion
Jicong Fan, Madeleine Udell
Online Hybrid CTC/Attention Architecture for End-to-End Speech Recognition
Haoran Miao, Gaofeng Cheng, Pengyuan Zhang et al.
Online Hyper-Parameter Learning for Auto-Augmentation Strategy
Chen Lin, Minghao Guo, Chuming Li et al.
Online Incremental Learning of the Terrain Traversal Cost in Autonomous Exploration
Milos Pragr, Petr Cizek, Jan Bayer et al.
Online Infix Probability Computation for Probabilistic Finite Automata
Marco Cognetta, Yo-Sub Han, Soon Chan Kwon
Online Influence Maximization with Local Observations
Gábor Lugosi, Gergely Neu, Julia Olkhovskaya
Online Learning from Capricious Data Streams: A Generative Approach
Yi He, Baijun Wu, Di Wu et al.
Online Learning from Data Streams with Varying Feature Spaces
Ege Beyazit, Jeevithan Alagurajah, Xindong Wu
Online Learning in Kernelized Markov Decision Processes
Sayak Ray Chowdhury, Aditya Gopalan
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters
Mark Kozdoba, Jakub Marecek, Tigran Tchrakian et al.
Online Learning to Rank with Features
Shuai Li, Tor Lattimore, Csaba Szepesvari
Online Learning via the Differential Privacy Lens
Jacob D. Abernethy, Young Hun Jung, Chansoo Lee et al.
Online learning with feedback graphs and switching costs
Anshuka Rangi, Massimo Franceschetti
Online learning with kernel losses
Niladri Chatterji, Aldo Pacchiano, Peter Bartlett