**Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge**

**Self-Similarity Based Time Warping**

**Spec-QP: Speculative Query Planning for Joins over Knowledge Graphs**

**Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification**

**Event Representations with Tensor-based Compositions**

**Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework**

**Genetic Algorithms for Evolving Deep Neural Networks**

**Repulsion Loss: Detecting Pedestrians in a Crowd**

**Understanding Deep Learning Generalization by Maximum Entropy**

**Detecting independence of random vectors II. Distance multivariance and Gaussian multivariance**

**Detecting independence of random vectors I. Generalized distance covariance and Gaussian covariance**

**Hidden Tree Markov Networks: Deep and Wide Learning for Structured Data**

**Visual and Textual Sentiment Analysis Using Deep Fusion Convolutional Neural Networks**

**Universal Denoising Networks : A Novel CNN-based Network Architecture for Image Denoising**

**Autoencoder Node Saliency: Selecting Relevant Latent Representations**

**Domain Generalization by Marginal Transfer Learning**

• The Combinatorics of Higher Derivatives of Implicit Functions

• Robust Environmental Mapping by Mobile Sensor Networks

• Optimistic Robust Optimization With Applications To Machine Learning

• Non-Gaussian Autoregressive Processes with Tukey g-and-h Transformations

• Treatment Effect Quantification for Time-to-event Endpoints — Estimands, Analysis Strategies, and beyond

• Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security

• On k-neighbor separated permutations

• Subgroup Identification and Interpretation with Bayesian Nonparametric Models in Health Care Claims Data

• Path properties of the solution to the stochastic heat equation with Lévy noise

• Transition density estimates for diagonal systems of SDEs driven by cylindrical $α$-stable processes

• Convergence of Finite Element Methods for Singular Stochastic Control

• On estimating the alphabet size of a discrete random source

• Collective behavior of oscillating electric dipoles

• Review on Parameter Estimation in HMRF

• Unbiased Simulation for Optimizing Stochastic Function Compositions

• Neural 3D Mesh Renderer

• Edge Estimation with Independent Set Oracles

• On Nearest Neighbors in Non Local Means Denoising

• Finding Differentially Covarying Needles in a Temporally Evolving Haystack: A Scan Statistics Perspective

• Chaos expansion of 2D parabolic Anderson model

• CVXR: An R Package for Disciplined Convex Optimization

• Pure state `really’ informationally complete with rank-1 POVM

• Domination structure for number three

• An Enhanced Middleware for Collaborative Privacy in IPTV Recommender Services

• On the Distortion of Voting with Multiple Representative Candidates

• Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time

• Non-spanning lattice 3-polytopes

• Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN

• Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning

• Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards

• Dynamic Distributed Storage for Scaling Blockchains

• $S^4$Net: Single Stage Salient-Instance Segmentation

• Groupwise Maximin Fair Allocation of Indivisible Goods

• A deep learning-based method for relative location prediction in CT scan images

• On statistical approaches to generate Level 3 products from remote sensing retrievals

• Bounds on Fractional Repetition Codes using Hypergraphs

• Generating Thematic Chinese Poetry with Conditional Variational Autoencoder

• High-Dimensional Multivariate Posterior Consistency Under Global-Local Shrinkage Priors

• Towards a More Reliable Privacy-preserving Recommender System

• HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems

• Multi-Image Semantic Matching by Mining Consistent Features

• Evaluating Machine Translation Performance on Chinese Idioms with a Blacklist Method

• Cross Temporal Recurrent Networks for Ranking Question Answer Pairs

• Fullie and Wiselie: A Dual-Stream Recurrent Convolutional Attention Model for Activity Recognition

• Asymptotic independence of regenerative processes with dependent cycles

• The Pontryagin Maximum Principle in the Wasserstein Space

• Massive MIMO for Drone Communications: Applications, Case Studies and Future Directions

• Mondrian Processes for Flow Cytometry Analysis

• Transferring Agent Behaviors from Videos via Motion GANs

• Controllability under positivity constraints of semilinear heat equations

• Induced subgraphs of graphs with large chromatic number. XI. Orientations

• Asymptotically Minimax Robust Hypothesis Testing

• JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs

• A two-dimensional decomposition approach for matrix completion through gossip

• Regret Analysis for Continuous Dueling Bandit

• Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images

• Construction of asymptotically good locally repairable codes via automorphism groups of function fields

• Multiplicity One property of The Length Spectra of Simple Regular Periodic Graphs

• Wick order, spreadability and exchangeability for monotone commutation relations

• Approximating Geometric Knapsack via L-packings

• Invariant measures of discrete interacting particle systems: Algebraic aspects

• Residual Parameter Transfer for Deep Domain Adaptation

• Partially Observed Functional Data: The Case of Systematically Missing Parts

• Total Variation-Based Dense Depth from Multi-Camera Array

• The Application of Preconditioned Alternating Direction Method of Multipliers in Depth from Focal Stack

• On the Turán number of ordered forests

• Using stochastic computation graphs formalism for optimization of sequence-to-sequence model

• A New Approach for Solving the Market Clearing Problem With Uniform Purchase Price and Curtailable Block Orders

• Variational Probability Flow for Biologically Plausible Training of Deep Neural Networks

• Non-uniform Replication

• The Turan number of 2P_7

• On $P_5$-free Chordal bipartite graphs

• The Hidden Binary Search Tree:A Balanced Rotation-Free Search Tree in the AVL RAM Model

• Model-based Clustering with Sparse Covariance Matrices

• Continuity equation in LlogL for the 2D Euler equations under the enstrophy measure

• Beyond Accuracy Optimization: On the Value of Item Embeddings for Student Job Recommendations

• Data Assimilation for a Geological Process Model Using the Ensemble Kalman Filter

• Receptive Field Block Net for Accurate and Fast Object Detection

• Localisation in a growth model with interaction

• Ultra-Reliable Low Latency Communication (URLLC) using Interface Diversity

• A Geometric Approach to Spectral Analysis

• Energy-Efficient Transmission Strategies for CoMP Downlink – Overview, Extension, and Numerical Comparison

• Presentations of the saturated cluster modular groups of finite mutation type $X_6$ and $X_7$

• Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding

• Efficient Multi-Person Pose Estimation with Provable Guarantees

• Uniqueness of Dirichlet forms related to infinite systems of interacting Brownian motions

• Why ‘Redefining Statistical Significance’ Will Not Improve Reproducibility and Could Make the Replication Crisis Worse

• Approaching Miscorrection-free Performance of Product and Generalized Product Codes

• Jaccard analysis and LASSO-based feature selection for location fingerprinting with limited computational complexity

• On the EM-Tau algorithm: a new EM-style algorithm with partial E-steps

• Evaluation of bioinspired algorithms for the solution of the job scheduling problem

• Efficient Implementation of a Recognition System Using the Cortex Ventral Stream Model

• A smartphone application to measure the quality of pest control spraying machines via image analysis

• Discussion among Different Methods of Updating Model Filter in Object Tracking

• Robust Object Tracking Based on Self-adaptive Search Area

• UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

• Application of generative autoencoder in de novo molecular design

• Approximation Algorithms for Rectangle Packing Problems (PhD Thesis)

• Accurate Semidefinite Programming Models for Optimal Power Flow in Distribution Systems

• Mobility and Popularity-Aware Coded Small-Cell Caching

• Integrable Combinatorics

• Dynamic topologies of activity-driven temporal networks with memory

• Universal minimal flows of generalized Ważewski dendrites

• Revisiting Connected Vertex Cover: FPT Algorithms and Lossy Kernels

• Constructive Preference Elicitation over Hybrid Combinatorial Spaces

• Training large margin host-pathogen protein-protein interaction predictors

• SilNet : Single- and Multi-View Reconstruction by Learning from Silhouettes

• A New Algorithm to Fit Exponential Decays

• Effective Strategies in Zero-Shot Neural Machine Translation

• Quantifying Performance of Bipedal Standing with Multi-channel EMG

• Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization

• Effective Use of Bidirectional Language Modeling for Medical Named Entity Recognition

• Optimal Sleeping Mechanism for Multiple Servers with MMPP-Based Bursty Traffic Arrival

• Asymptotic Close To Optimal Joint Resource Allocation and Power Control in the Uplink of Two-cell Networks

• 10Sent: A Stable Sentiment Analysis Method Based on the Combination of Off-The-Shelf Approaches

• Dimension Drop for Transient Random Walks on Galton-Watson Trees in Random Environments

• Kullback-Leibler Principal Component for Tensors is not NP-hard

• Aperture Supervision for Monocular Depth Estimation

• Randomization Bias in Field Trials to Evaluate Targeting Methods

• Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent

• Cellular Automata Simulation on FPGA for Training Neural Networks with Virtual World Imagery

• Time-Limited Toeplitz Operators on Abelian Groups: Applications in Information Theory and Subspace Approximation

• Fine-Grained I/O Complexity via Reductions: New lower bounds, faster algorithms, and a time hierarchy

• Local cohomology and the multi-graded regularity of FI$^m$-modules

• Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation with Advanced LIGO Data

• A Compositional Treatment of Iterated Open Games

• WAYLA – Generating Images from Eye Movements

• Low-Complexity Integer-Forcing Methods for Block Fading MIMO Multiple-Access Channels