Hidden incentives for self-induced distributional shift. Measuring Numerical Common Sense: Is A Word Embedding Approach Effective?. Variational Autoencoders with Normalizing Flow Decoders. A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed. Differentiable Architecture Compression. Black Box Recursive Translations for M …

Deep Relational Factorization Machines. Antifragile and Robust Heteroscedastic Bayesian Optimisation. Meta-Learning without Memorization. Truth or backpropaganda? An empirical investigation of deep learning theory. Polylogarithmic width suffices for gradient descent to achieve arbitrarily small test error with shallow ReLU networks. Inductive Matri …

Deep automodulators. GLAD: Learning Sparse Graph Recovery. Regional based query in graph active learning. A critical analysis of self-supervision, or what we can learn from a single image. FLAT MANIFOLD VAES. PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search. Detecting Extrapolation with Local Ensembles. DBA: Distribute …