Papers
Amortized Monte Carlo Integration
Adam Golinski, Frank Wood, Tom Rainforth
A Multitask Multiple Kernel Learning Algorithm for Survival Analysis with Application to Cancer Biology
Onur Dereli, Ceyda Oğuz, Mehmet Gönen
Analogies Explained: Towards Understanding Word Embeddings
Carl Allen, Timothy Hospedales
Analyzing and Improving Representations with the Soft Nearest Neighbor Loss
Nicholas Frosst, Nicolas Papernot, Geoffrey Hinton
Analyzing Federated Learning through an Adversarial Lens
Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal et al.
An Instability in Variational Inference for Topic Models
Behrooz Ghorbani, Hamid Javadi, Andrea Montanari
An Investigation into Neural Net Optimization via Hessian Eigenvalue Density
Behrooz Ghorbani, Shankar Krishnan, Ying Xiao
An Investigation of Model-Free Planning
Arthur Guez, Mehdi Mirza, Karol Gregor et al.
Anomaly Detection With Multiple-Hypotheses Predictions
Duc Tam Nguyen, Zhongyu Lou, Michael Klar et al.
An Optimal Private Stochastic-MAB Algorithm based on Optimal Private Stopping Rule
Touqir Sajed, Or Sheffet
Anytime Online-to-Batch, Optimism and Acceleration
Ashok Cutkosky
A Persistent Weisfeiler-Lehman Procedure for Graph Classification
Bastian Rieck, Christian Bock, Karsten Borgwardt
A Personalized Affective Memory Model for Improving Emotion Recognition
Pablo Barros, German Parisi, Stefan Wermter
A Polynomial Time MCMC Method for Sampling from Continuous Determinantal Point Processes
Alireza Rezaei, Shayan Oveis Gharan
Approximated Oracle Filter Pruning for Destructive CNN Width Optimization
Xiaohan Ding, Guiguang Ding, Yuchen Guo et al.
Approximating Orthogonal Matrices with Effective Givens Factorization
Thomas Frerix, Joan Bruna
Approximation and non-parametric estimation of ResNet-type convolutional neural networks
Kenta Oono, Taiji Suzuki
A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent
Yongqiang Cai, Qianxiao Li, Zuowei Shen
Area Attention
Yang Li, Lukasz Kaiser, Samy Bengio et al.
A Recurrent Neural Cascade-based Model for Continuous-Time Diffusion
Sylvain Lamprier
Are Generative Classifiers More Robust to Adversarial Attacks?
Yingzhen Li, John Bradshaw, Yash Sharma
AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs
Gabriele Abbati, Philippe Wenk, Michael A. Osborne et al.
ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables
Mingzhang Yin, Yuguang Yue, Mingyuan Zhou
A Statistical Investigation of Long Memory in Language and Music
Alexander Greaves-Tunnell, Zaid Harchaoui
Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation
Ahsan Alvi, Binxin Ru, Jan-Peter Calliess et al.