Papers
Efficient Nonmyopic Active Search
Shali Jiang, Gustavo Malkomes, Geoff Converse et al.
Efficient Online Bandit Multiclass Learning with $\tilde{O}(\sqrt{T})$ Regret
Alina Beygelzimer, Francesco Orabona, Chicheng Zhang
Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification
Jiahuan Zhou, Pei Yu, Wei Tang et al.
Efficient Online Multiclass Prediction on Graphs via Surrogate Losses
Alexander Rakhlin, Karthik Sridharan
Efficient Online Multi-robot Exploration via Distributed Sequential Greedy Assignment
Micah Corah, Nathan Michael
Efficient Optimal Search under Expensive Edge Cost Computation
Masataro Asai, Akihiro Kishimoto, Adi Botea et al.
Efficient Optimization for Hierarchically-structured Interacting Segments (HINTS)
Hossam Isack, Olga Veksler, Ipek Oguz et al.
Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding
Wenbing Huang, Mehrtash Harandi, Tong Zhang et al.
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections
Zakaria Mhammedi, Andrew Hellicar, Ashfaqur Rahman et al.
Efficient PAC Learning from the Crowd
Pranjal Awasthi, Avrim Blum, Nika Haghtalab et al.
Efficient Private ERM for Smooth Objectives
Jiaqi Zhang, Kai Zheng, Wenlong Mou et al.
Efficient Rank Aggregation via Lehmer Codes
Pan Li, Arya Mazumdar, Olgica Milenkovic
Efficient Regret Minimization in Non-Convex Games
Elad Hazan, Karan Singh, Cyril Zhang
Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions
Aijun Bai, Stuart Russell
Efficient, Safe, and Probably Approximately Complete Learning of Action Models
Roni Stern, Brendan Juba
Efficient Sampling from Time-Varying Log-Concave Distributions
Hariharan Narayanan, Alexer Rakhlin
Efficient Second-Order Online Kernel Learning with Adaptive Embedding
Daniele Calandriello, Alessandro Lazaric, Michal Valko
Efficient softmax approximation for GPUs
Grave, Armand Joulin, Moustapha Cissé et al.
Efficient Solvers for Minimal Problems by Syzygy-Based Reduction
Viktor Larsson, Kalle Astrom, Magnus Oskarsson
Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation
Shinji Ito, Daisuke Hatano, Hanna Sumita et al.
Efficient Techniques for Crowdsourced Top-k Lists
Luca de Alfaro, Vassilis Polychronopoulos, Neoklis Polyzotis
Efficient tracking of a growing number of experts
Jaouad Mourtada, Odalric-Ambrym Maillard
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems
Celestine Dünner, Thomas Parnell, Martin Jaggi
Efficient Weighted Model Integration via SMT-Based Predicate Abstraction
Paolo Morettin, Andrea Passerini, Roberto Sebastiani