Papers
Reliable Multilabel Classification: Prediction with Partial Abstention
Vu-Linh Nguyen, Eyke Hullermeier
Bayesian Optimization for Categorical and Category-Specific Continuous Inputs
Dang Nguyen, Sunil Gupta, Santu Rana et al.
Pairwise Fairness for Ranking and Regression
Harikrishna Narasimhan, Andrew Cotter, Maya Gupta et al.
Efficiently Enumerating Substrings with Statistically Significant Frequencies of Locally Optimal Occurrences in Gigantic String
Atsuyoshi Nakamura, Ichigaku Takigawa, Hiroshi Mamitsuka
An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies
Mirco Mutti, Marcello Restelli
Learning Weighted Model Integration Distributions
Paolo Morettin, Samuel Kolb, Stefano Teso et al.
Self-Supervised Learning for Generalizable Out-of-Distribution Detection
Sina Mohseni, Mandar Pitale, JBS Yadawa et al.
Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations
Aditya Modi, Debadeepta Dey, Alekh Agarwal et al.
On Adaptivity in Information-Constrained Online Learning
Siddharth Mitra, Aditya Gopalan
Improved Knowledge Distillation via Teacher Assistant
Seyed Iman Mirzadeh, Mehrdad Farajtabar, Ang Li et al.
Differentiable Reasoning on Large Knowledge Bases and Natural Language
Pasquale Minervini, Matko Bošnjak, Tim Rocktäschel et al.
Deep Embedded Non-Redundant Clustering
Lukas Miklautz, Dominik Mautz, Muzaffer Can Altinigneli et al.
Regularized Wasserstein Means for Aligning Distributional Data
Liang Mi, Wen Zhang, Yalin Wang
Neural Inheritance Relation Guided One-Shot Layer Assignment Search
Rang Meng, Weijie Chen, Di Xie et al.
Multi-Zone Unit for Recurrent Neural Networks
Fandong Meng, Jinchao Zhang, Yang Liu et al.
Learning Agent Communication under Limited Bandwidth by Message Pruning
Hangyu Mao, Zhengchao Zhang, Zhen Xiao et al.
Graph-Hist: Graph Classification from Latent Feature Histograms with Application to Bot Detection
Thomas Magelinski, David Beskow, Kathleen M. Carley
Count-Based Exploration with the Successor Representation
Marlos C. Machado, Marc G. Bellemare, Michael Bowling
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices
Xiaolong Ma, Fu-Ming Guo, Wei Niu et al.
Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance
Mingxuan Jing, Xiaojian Ma, Wenbing Huang et al.
Particle Filter Recurrent Neural Networks
Xiao Ma, Peter Karkus, David Hsu et al.
The HSIC Bottleneck: Deep Learning without Back-Propagation
Wan-Duo Kurt Ma, J. P. Lewis, W. Bastiaan Kleijn
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling
Tengfei Ma, Patrick Ferber, Siyu Huo et al.
Adversarial Dynamic Shapelet Networks
Qianli Ma, Wanqing Zhuang, Sen Li et al.