nips2019合集_卷8.zip （93个子文件） 
nips2019合集_卷8 
Stochastic Shared Embeddings Data driven Regularization of Embedding Layers.pdf 830KB The continuous Bernoulli fixing a pervasive error in variational autoencoders.pdf 713KB Towards Interpretable Reinforcement Learning Using Attention Augmented Agents.pdf 3.86MB Tight Regret Bounds for Model Based Reinforcement Learning with Greedy Policies.pdf 583KB Successor Uncertainties Exploration and Uncertainty in Temporal Difference Learning.pdf 511KB State Aggregation Learning from Markov Transition Data.pdf 4.74MB Single Model Uncertainties for Deep Learning.pdf 647KB Towards closing the gap between the theory and practice of SVRG.pdf 12.37MB Toward a Characterization of Loss Functions for Distribution Learning.pdf 1.01MB Topology Preserving Deep Image Segmentation.pdf 2MB Smoothing Structured Decomposable Circuits.pdf 377KB The Impact of Regularization on High dimensional Logistic Regression.pdf 1.21MB The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies.pdf 531KB Transfusion Understanding Transfer Learning for Medical Imaging.pdf 5.21MB Think Globally Act Locally A Deep Neural Network Approach to High Dimensional Time Series Forecasting.pdf 2.17MB SIC MMAB Synchronisation Involves Communication in Multiplayer Multi Armed Bandits.pdf 727KB Stagewise Training Accelerates Convergence of Testing Error Over SGD.pdf 2.31MB Symmetry adapted generation of 3d point sets for the targeted discovery of molecules.pdf 2.15MB Sim2real transfer learning for 3D pose estimation motion to the rescue.pdf 4.99MB Semi parametric dynamic contextual pricing.pdf 667KB SPoC Search based Pseudocode to Code.pdf 408KB The Landscape of Non convex Empirical Risk with Degenerate Population Risk.pdf 2.76MB Stochastic Bandits with Context Distributions.pdf 485KB Training Image Estimators without Image Ground Truth.pdf 1.63MB Social BiGAT Multimodal Trajectory Forecasting using Bicycle GAN and Graph Attention Networks.pdf 1.13MB Thompson Sampling and Approximate Inference.pdf 814KB The Geometry of Deep Networks Power Diagram Subdivision.pdf 3.22MB The Implicit Bias of AdaGrad on Separable Data.pdf 546KB The Broad Optimality of Profile Maximum Likelihood.pdf 2.16MB Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs.pdf 1.9MB Stand Alone Self Attention in Vision Models.pdf 518KB Sliced Gromov Wasserstein.pdf 1.09MB Stacked Capsule Autoencoders.pdf 1.25MB Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models.pdf 1.21MB Tensor Monte Carlo particle methods for the GPU era.pdf 775KB Self Supervised Generalisation with Meta Auxiliary Learning.pdf 4.6MB The Implicit Metropolis Hastings Algorithm.pdf 909KB Spike Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks.pdf 1.59MB The Fairness of Risk Scores Beyond Classification Bipartite Ranking and the xAUC Metric.pdf 1.66MB Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD.pdf 2.2MB Statistical bounds for entropic optimal transport sample complexity and the central limit theorem.pdf 531KB Thresholding Bandit with Optimal Aggregate Regret.pdf 649KB The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks.pdf 817KB Small ReLU networks are powerful memorizers a tight analysis of memorization capacity.pdf 391KB Sequential Experimental Design for Transductive Linear Bandits.pdf 783KB The Thermodynamic Variational Objective.pdf 637KB Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration.pdf 3.02MB Training language GANs from Scratch.pdf 933KB Structured Graph Learning Via Laplacian Spectral Constraints.pdf 974KB Stabilizing Off Policy Q Learning via Bootstrapping Error Reduction.pdf 2.63MB Shaping Belief States with Generative Environment Models for RL.pdf 10.41MB Semi flat minima and saddle points by embedding neural networks to overparameterization.pdf 1.16MB Transductive Zero Shot Learning with Visual Structure Constraint.pdf 4.36MB Solving graph compression via optimal transport.pdf 502KB Subspace Detours Building Transport Plans that are Optimal on Subspace Projections.pdf 1.39MB Sparse Variational Inference Bayesian Coresets from Scratch.pdf 1.17MB Slice based Learning A Programming Model for Residual Learning in Critical Data Slices.pdf 1.62MB Theoretical evidence for adversarial robustness through randomization.pdf 519KB Surfing Iterative optimization over incrementally trained deep networks.pdf 977KB Sparse High Dimensional Isotonic Regression.pdf 536KB The spiked matrix model with generative priors.pdf 2.13MB Symmetry Based Disentangled Representation Learning requires Interaction with Environments.pdf 1001KB Theoretical Analysis of Adversarial Learning A Minimax Approach.pdf 272KB The Cells Out of Sample COOS dataset and benchmarks for measuring out of sample generalization of image classifiers.pdf 298KB Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models.pdf 1.06MB The Label Complexity of Active Learning from Observational Data.pdf 309KB Temporal FiLM Capturing Long Range Sequence Dependencies with Feature Wise Modulations.pdf 630KB Semantically Regularized Logic Graph Embeddings.pdf 6.86MB The Randomized Midpoint Method for Log Concave Sampling.pdf 783KB Subspace Attack Exploiting Promising Subspaces for Query Efficient Black box Attacks.pdf 425KB Sinkhorn Barycenters with Free Support via Frank Wolfe Algorithm.pdf 1.79MB Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection.pdf 1.05MB Solving Interpretable Kernel Dimension Reduction.pdf 1.59MB SuperGLUE A Stickier Benchmark for General Purpose Language Understanding Systems.pdf 490KB Teaching Multiple Concepts to a Forgetful Learner.pdf 9.23MB Stochastic Variance Reduced Primal Dual Algorithms for Empirical Composition Optimization.pdf 1.33MB The bias of the sample mean in multi armed bandits can be positive or negative.pdf 432KB This Looks Like That Deep Learning for Interpretable Image Recognition.pdf 9.38MB Towards Understanding the Importance of Shortcut Connections in Residual Networks.pdf 2.45MB Stability of Graph Scattering Transforms.pdf 644KB Thompson Sampling with Information Relaxation Penalties.pdf 929KB Towards Explaining the Regularization Effect of Initial Large Learning Rate in Training Neural Networks.pdf 1.06MB Semi Implicit Graph Variational Auto Encoders.pdf 1.39MB Sequential Neural Processes.pdf 9.29MB Stochastic Runge Kutta Accelerates Langevin Monte Carlo and Beyond.pdf 1.05MB SpArSe Sparse Architecture Search for CNNs on Resource Constrained Microcontrollers.pdf 601KB SSRGD Simple Stochastic Recursive Gradient Descent for Escaping Saddle Points.pdf 604KB Solving a Class of Non Convex Min Max Games Using Iterative First Order Methods.pdf 648KB Structured Variational Inference in Continuous Cox Process Models.pdf 626KB Semi Parametric Efficient Policy Learning with Continuous Actions.pdf 591KB Time Matters in Regularizing Deep Networks Weight Decay and Data Augmentation Affect Early Learning Dynamics Matter Little Near Convergence.pdf 664KB Stochastic Proximal Langevin Algorithm Potential Splitting and Nonasymptotic Rates.pdf 674KB Towards Automatic Concept based Explanations.pdf 5.53MB资源评论
