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items_icml18.json
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{"title": "State Abstractions for Lifelong Reinforcement Learning", "pdf": "http://proceedings.mlr.press/v80/abel18a/abel18a.pdf", "sup": "http://proceedings.mlr.press/v80/abel18a/abel18a-supp.pdf"},
{"title": "Policy and Value Transfer in Lifelong Reinforcement Learning", "pdf": "http://proceedings.mlr.press/v80/abel18b/abel18b.pdf", "sup": "http://proceedings.mlr.press/v80/abel18b/abel18b-supp.pdf"},
{"title": "INSPECTRE: Privately Estimating the Unseen", "pdf": "http://proceedings.mlr.press/v80/acharya18a/acharya18a.pdf", "sup": "http://proceedings.mlr.press/v80/acharya18a/acharya18a-supp.pdf"},
{"title": "Learning Representations and Generative Models for 3D Point Clouds", "pdf": "http://proceedings.mlr.press/v80/achlioptas18a/achlioptas18a.pdf", "sup": "http://proceedings.mlr.press/v80/achlioptas18a/achlioptas18a-supp.pdf"},
{"title": "Discovering Interpretable Representations for Both Deep Generative and Discriminative Models", "pdf": "http://proceedings.mlr.press/v80/adel18a/adel18a.pdf", "sup": "http://proceedings.mlr.press/v80/adel18a/adel18a-supp.pdf"},
{"title": "A Reductions Approach to Fair Classification", "pdf": "http://proceedings.mlr.press/v80/agarwal18a/agarwal18a.pdf", "sup": "http://proceedings.mlr.press/v80/agarwal18a/agarwal18a-supp.pdf"},
{"title": "Accelerated Spectral Ranking", "pdf": "http://proceedings.mlr.press/v80/agarwal18b/agarwal18b.pdf", "sup": "http://proceedings.mlr.press/v80/agarwal18b/agarwal18b-supp.pdf"},
{"title": "MISSION: Ultra Large-Scale Feature Selection using Count-Sketches", "pdf": "http://proceedings.mlr.press/v80/aghazadeh18a/aghazadeh18a.pdf", "sup": "http://proceedings.mlr.press/v80/aghazadeh18a/aghazadeh18a-supp.pdf"},
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{"title": "oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis", "pdf": "http://proceedings.mlr.press/v80/ainsworth18a/ainsworth18a.pdf", "sup": "http://proceedings.mlr.press/v80/ainsworth18a/ainsworth18a-supp.pdf"},
{"title": "Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design", "pdf": "http://proceedings.mlr.press/v80/alaa18a/alaa18a.pdf", "sup": "http://proceedings.mlr.press/v80/alaa18a/alaa18a-supp.pdf"},
{"title": "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning", "pdf": "http://proceedings.mlr.press/v80/alaa18b/alaa18b.pdf", "sup": "http://proceedings.mlr.press/v80/alaa18b/alaa18b-supp.pdf"},
{"title": "Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization", "pdf": "http://proceedings.mlr.press/v80/alabdulmohsin18a/alabdulmohsin18a.pdf", "sup": ""},
{"title": "Fixing a Broken ELBO", "pdf": "http://proceedings.mlr.press/v80/alemi18a/alemi18a.pdf", "sup": "http://proceedings.mlr.press/v80/alemi18a/alemi18a-supp.pdf"},
{"title": "Differentially Private Identity and Equivalence Testing of Discrete Distributions", "pdf": "http://proceedings.mlr.press/v80/aliakbarpour18a/aliakbarpour18a.pdf", "sup": "http://proceedings.mlr.press/v80/aliakbarpour18a/aliakbarpour18a-supp.pdf"},
{"title": "Katyusha X: Simple Momentum Method for Stochastic Sum-of-Nonconvex Optimization", "pdf": "http://proceedings.mlr.press/v80/allen-zhu18a/allen-zhu18a.pdf", "sup": ""},
{"title": "Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits", "pdf": "http://proceedings.mlr.press/v80/allen-zhu18b/allen-zhu18b.pdf", "sup": ""},
{"title": "Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data", "pdf": "http://proceedings.mlr.press/v80/almahairi18a/almahairi18a.pdf", "sup": ""},
{"title": "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", "pdf": "http://proceedings.mlr.press/v80/amit18a/amit18a.pdf", "sup": "http://proceedings.mlr.press/v80/amit18a/amit18a-supp.pdf"},
{"title": "MAGAN: Aligning Biological Manifolds", "pdf": "http://proceedings.mlr.press/v80/amodio18a/amodio18a.pdf", "sup": ""},
{"title": "Subspace Embedding and Linear Regression with Orlicz Norm", "pdf": "http://proceedings.mlr.press/v80/andoni18a/andoni18a.pdf", "sup": "http://proceedings.mlr.press/v80/andoni18a/andoni18a-supp.pdf"},
{"title": "Efficient Gradient-Free Variational Inference using Policy Search", "pdf": "http://proceedings.mlr.press/v80/arenz18a/arenz18a.pdf", "sup": "http://proceedings.mlr.press/v80/arenz18a/arenz18a-supp.pdf"},
{"title": "On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization", "pdf": "http://proceedings.mlr.press/v80/arora18a/arora18a.pdf", "sup": "http://proceedings.mlr.press/v80/arora18a/arora18a-supp.pdf"},
{"title": "Stronger Generalization Bounds for Deep Nets via a Compression Approach", "pdf": "http://proceedings.mlr.press/v80/arora18b/arora18b.pdf", "sup": "http://proceedings.mlr.press/v80/arora18b/arora18b-supp.pdf"},
{"title": "Lipschitz Continuity in Model-based Reinforcement Learning", "pdf": "http://proceedings.mlr.press/v80/asadi18a/asadi18a.pdf", "sup": "http://proceedings.mlr.press/v80/asadi18a/asadi18a-supp.pdf"},
{"title": "Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples", "pdf": "http://proceedings.mlr.press/v80/athalye18a/athalye18a.pdf", "sup": "http://proceedings.mlr.press/v80/athalye18a/athalye18a-supp.pdf"},
{"title": "Synthesizing Robust Adversarial Examples", "pdf": "http://proceedings.mlr.press/v80/athalye18b/athalye18b.pdf", "sup": "http://proceedings.mlr.press/v80/athalye18b/athalye18b-supp.pdf"},
{"title": "Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing", "pdf": "http://proceedings.mlr.press/v80/bacciu18a/bacciu18a.pdf", "sup": ""},
{"title": "Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions", "pdf": "http://proceedings.mlr.press/v80/bai18a/bai18a.pdf", "sup": "http://proceedings.mlr.press/v80/bai18a/bai18a-supp.pdf"},
{"title": "Comparing Dynamics: Deep Neural Networks versus Glassy Systems", "pdf": "http://proceedings.mlr.press/v80/baity-jesi18a/baity-jesi18a.pdf", "sup": ""},
{"title": "SMAC: Simultaneous Mapping and Clustering Using Spectral Decompositions", "pdf": "http://proceedings.mlr.press/v80/bajaj18a/bajaj18a.pdf", "sup": "http://proceedings.mlr.press/v80/bajaj18a/bajaj18a-supp.pdf"},
{"title": "A Boo(n) for Evaluating Architecture Performance", "pdf": "http://proceedings.mlr.press/v80/bajgar18a/bajgar18a.pdf", "sup": "http://proceedings.mlr.press/v80/bajgar18a/bajgar18a-supp.pdf"},
{"title": "Learning to Branch", "pdf": "http://proceedings.mlr.press/v80/balcan18a/balcan18a.pdf", "sup": "http://proceedings.mlr.press/v80/balcan18a/balcan18a-supp.pdf"},
{"title": "The Mechanics of n-Player Differentiable Games", "pdf": "http://proceedings.mlr.press/v80/balduzzi18a/balduzzi18a.pdf", "sup": "http://proceedings.mlr.press/v80/balduzzi18a/balduzzi18a-supp.pdf"},
{"title": "Spline Filters For End-to-End Deep Learning", "pdf": "http://proceedings.mlr.press/v80/balestriero18a/balestriero18a.pdf", "sup": "http://proceedings.mlr.press/v80/balestriero18a/balestriero18a-supp.pdf"},
{"title": "A Spline Theory of Deep Learning", "pdf": "http://proceedings.mlr.press/v80/balestriero18b/balestriero18b.pdf", "sup": "http://proceedings.mlr.press/v80/balestriero18b/balestriero18b-supp.pdf"},
{"title": "Approximation Guarantees for Adaptive Sampling", "pdf": "http://proceedings.mlr.press/v80/balkanski18a/balkanski18a.pdf", "sup": "http://proceedings.mlr.press/v80/balkanski18a/balkanski18a-supp.pdf"},
{"title": "Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising", "pdf": "http://proceedings.mlr.press/v80/balle18a/balle18a.pdf", "sup": "http://proceedings.mlr.press/v80/balle18a/balle18a-supp.pdf"},
{"title": "Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients", "pdf": "http://proceedings.mlr.press/v80/balles18a/balles18a.pdf", "sup": "http://proceedings.mlr.press/v80/balles18a/balles18a-supp.pdf"},
{"title": "Differentially Private Database Release via Kernel Mean Embeddings", "pdf": "http://proceedings.mlr.press/v80/balog18a/balog18a.pdf", "sup": "http://proceedings.mlr.press/v80/balog18a/balog18a-supp.pdf"},
{"title": "Improving Optimization for Models With Continuous Symmetry Breaking", "pdf": "http://proceedings.mlr.press/v80/bamler18a/bamler18a.pdf", "sup": ""},
{"title": "Improved Training of Generative Adversarial Networks Using Representative Features", "pdf": "http://proceedings.mlr.press/v80/bang18a/bang18a.pdf", "sup": ""},
{"title": "Using Inherent Structures to design Lean 2-layer RBMs", "pdf": "http://proceedings.mlr.press/v80/bansal18a/bansal18a.pdf", "sup": "http://proceedings.mlr.press/v80/bansal18a/bansal18a-supp.pdf"},
{"title": "Classification from Pairwise Similarity and Unlabeled Data", "pdf": "http://proceedings.mlr.press/v80/bao18a/bao18a.pdf", "sup": "http://proceedings.mlr.press/v80/bao18a/bao18a-supp.pdf"},
{"title": "Bayesian Optimization of Combinatorial Structures", "pdf": "http://proceedings.mlr.press/v80/baptista18a/baptista18a.pdf", "sup": "http://proceedings.mlr.press/v80/baptista18a/baptista18a-supp.pdf"},
{"title": "Geodesic Convolutional Shape Optimization", "pdf": "http://proceedings.mlr.press/v80/baque18a/baque18a.pdf", "sup": "http://proceedings.mlr.press/v80/baque18a/baque18a-supp.pdf"},
{"title": "Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems", "pdf": "http://proceedings.mlr.press/v80/bargiacchi18a/bargiacchi18a.pdf", "sup": ""},
{"title": "Testing Sparsity over Known and Unknown Bases", "pdf": "http://proceedings.mlr.press/v80/barman18a/barman18a.pdf", "sup": "http://proceedings.mlr.press/v80/barman18a/barman18a-supp.pdf"},
{"title": "Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement", "pdf": "http://proceedings.mlr.press/v80/barreto18a/barreto18a.pdf", "sup": ""},
{"title": "Measuring abstract reasoning in neural networks", "pdf": "http://proceedings.mlr.press/v80/barrett18a/barrett18a.pdf", "sup": "http://proceedings.mlr.press/v80/barrett18a/barrett18a-supp.pdf"},
{"title": "Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks", "pdf": "http://proceedings.mlr.press/v80/bartlett18a/bartlett18a.pdf", "sup": ""},
{"title": "Mutual Information Neural Estimation", "pdf": "http://proceedings.mlr.press/v80/belghazi18a/belghazi18a.pdf", "sup": ""},
{"title": "To Understand Deep Learning We Need to Understand Kernel Learning", "pdf": "http://proceedings.mlr.press/v80/belkin18a/belkin18a.pdf", "sup": ""},
{"title": "Understanding and Simplifying One-Shot Architecture Search", "pdf": "http://proceedings.mlr.press/v80/bender18a/bender18a.pdf", "sup": "http://proceedings.mlr.press/v80/bender18a/bender18a-supp.pdf"},
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{"title": "Autoregressive Convolutional Neural Networks for Asynchronous Time Series", "pdf": "http://proceedings.mlr.press/v80/binkowski18a/binkowski18a.pdf", "sup": "http://proceedings.mlr.press/v80/binkowski18a/binkowski18a-supp.pdf"},
{"title": "Adaptive Sampled Softmax with Kernel Based Sampling", "pdf": "http://proceedings.mlr.press/v80/blanc18a/blanc18a.pdf", "sup": "http://proceedings.mlr.press/v80/blanc18a/blanc18a-supp.pdf"},
{"title": "Optimizing the Latent Space of Generative Networks", "pdf": "http://proceedings.mlr.press/v80/bojanowski18a/bojanowski18a.pdf", "sup": "http://proceedings.mlr.press/v80/bojanowski18a/bojanowski18a-supp.pdf"},
{"title": "NetGAN: Generating Graphs via Random Walks", "pdf": "http://proceedings.mlr.press/v80/bojchevski18a/bojchevski18a.pdf", "sup": "http://proceedings.mlr.press/v80/bojchevski18a/bojchevski18a-supp.pdf"},
{"title": "A Progressive Batching L-BFGS Method for Machine Learning", "pdf": "http://proceedings.mlr.press/v80/bollapragada18a/bollapragada18a.pdf", "sup": "http://proceedings.mlr.press/v80/bollapragada18a/bollapragada18a-supp.pdf"},
{"title": "Prediction Rule Reshaping", "pdf": "http://proceedings.mlr.press/v80/bonakdarpour18a/bonakdarpour18a.pdf", "sup": ""},
{"title": "QuantTree: Histograms for Change Detection in Multivariate Data Streams", "pdf": "http://proceedings.mlr.press/v80/boracchi18a/boracchi18a.pdf", "sup": "http://proceedings.mlr.press/v80/boracchi18a/boracchi18a-supp.pdf"},
{"title": "Matrix Norms in Data Streams: Faster, Multi-Pass and Row-Order", "pdf": "http://proceedings.mlr.press/v80/braverman18a/braverman18a.pdf", "sup": ""},
{"title": "Predict and Constrain: Modeling Cardinality in Deep Structured Prediction", "pdf": "http://proceedings.mlr.press/v80/brukhim18a/brukhim18a.pdf", "sup": ""},
{"title": "Quasi-Monte Carlo Variational Inference", "pdf": "http://proceedings.mlr.press/v80/buchholz18a/buchholz18a.pdf", "sup": "http://proceedings.mlr.press/v80/buchholz18a/buchholz18a-supp.pdf"},
{"title": "Path-Level Network Transformation for Efficient Architecture Search", "pdf": "http://proceedings.mlr.press/v80/cai18a/cai18a.pdf", "sup": "http://proceedings.mlr.press/v80/cai18a/cai18a-supp.pdf"},
{"title": "Improved large-scale graph learning through ridge spectral sparsification", "pdf": "http://proceedings.mlr.press/v80/calandriello18a/calandriello18a.pdf", "sup": ""},
{"title": "Bayesian Coreset Construction via Greedy Iterative Geodesic Ascent", "pdf": "http://proceedings.mlr.press/v80/campbell18a/campbell18a.pdf", "sup": "http://proceedings.mlr.press/v80/campbell18a/campbell18a-supp.pdf"},
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{"title": "Fair and Diverse DPP-Based Data Summarization", "pdf": "http://proceedings.mlr.press/v80/celis18a/celis18a.pdf", "sup": "http://proceedings.mlr.press/v80/celis18a/celis18a-supp.pdf"},
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{"title": "Distributed Nonparametric Regression under Communication Constraints", "pdf": "http://proceedings.mlr.press/v80/zhu18a/zhu18a.pdf", "sup": "http://proceedings.mlr.press/v80/zhu18a/zhu18a-supp.pdf"},
{"title": "Message Passing Stein Variational Gradient Descent", "pdf": "http://proceedings.mlr.press/v80/zhuo18a/zhuo18a.pdf", "sup": "http://proceedings.mlr.press/v80/zhuo18a/zhuo18a-supp.pdf"},
{"title": "Stochastic Variance-Reduced Hamilton Monte Carlo Methods", "pdf": "http://proceedings.mlr.press/v80/zou18a/zou18a.pdf", "sup": "http://proceedings.mlr.press/v80/zou18a/zou18a-supp.pdf"},
{"title": "Rectify Heterogeneous Models with Semantic Mapping", "pdf": "http://proceedings.mlr.press/v80/ye2018c/ye2018c.pdf", "sup": ""},
{"title": "Hierarchical Long-term Video Prediction without Supervision", "pdf": "http://proceedings.mlr.press/v80/wichers18a/wichers18a.pdf", "sup": ""}
]