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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
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