2020.02.24 AI papers

02-19-2020	Scalable Constrained Bayesian Optimization by David Eriksson et al
02-19-2020	Learning Global Transparent Models from Local Contrastive Explanations by Tejaswini Pedapati et al
02-18-2020	Spatial Concept-Based Navigation with Human Speech Instructions via Probabilistic Inference on Bayesian Generative Model by Akira Taniguchi et al
02-19-2020	The Problem with Metrics is a Fundamental Problem for AI by Rachel Thomas et al
02-21-2020	Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration by Cédric Colas et al
02-18-2020	A Scalable Method for Scheduling Distributed Energy Resources using Parallelized Population-based Metaheuristics by Hatem Khalloof et al
02-21-2020	An Advance on Variable Elimination with Applications to Tensor-Based Computation by Adnan Darwiche
02-20-2020	MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing by Yaohui Chen et al
02-18-2020	Generalized Neural Policies for Relational MDPs by Sankalp Garg et al
02-20-2020	A Novel Framework for Selection of GANs for an Application by Tanya Motwani et al
02-20-2020	A Model-Based, Decision-Theoretic Perspective on Automated Cyber Response by Lashon B. Booker et al
02-19-2020	Knowledge Reconciliation of nn-ary Relations by Pierre Monnin et al
02-19-2020	Efficient Deep Reinforcement Learning through Policy Transfer by Tianpei Yang et al
02-18-2020	Uncertainty in Structured Prediction by Andrey Malinin et al
02-18-2020	The Mathematical Structure of Integrated Information Theory by Johannes Kleiner et al
02-19-2020	BB_Evac: Fast Location-Sensitive Behavior-Based Building Evacuation by Subhra Mazumdar et al
02-20-2020	Optimizing Black-box Metrics with Adaptive Surrogates by Qijia Jiang et al
02-18-2020	A Modified Perturbed Sampling Method for Local Interpretable Model-agnostic Explanation by Sheng Shi et al
02-19-2020	Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs by Jieming Shi et al
02-20-2020	Measuring Social Biases in Grounded Vision and Language Embeddings by Candace Ross et al
02-20-2020	Accelerating Reinforcement Learning with a Directional-Gaussian-Smoothing Evolution Strategy by Jiaxing Zhang et al
02-20-2020	How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance by Tao Chen et al
02-21-2020	Is Aligning Embedding Spaces a Challenging Task? An Analysis of the Existing Methods by Russa Biswas et al
02-18-2020	MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding by Chaoqi Yang et al
02-19-2020	A Structured Approach to Trustworthy Autonomous/Cognitive Systems by Henrik J. Putzer et al
02-19-2020	How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents by Prithviraj Ammanabrolu et al
02-20-2020	I-SPEC: An End-to-End Framework for Learning Transportable, Shift-Stable Models by Adarsh Subbaswamy et al
02-18-2020	KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge by Peng Zhang et al
02-19-2020	Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations by Daniel Molina et al
02-19-2020	Learning to Walk in the Real World with Minimal Human Effort by Sehoon Ha et al
02-20-2020	A Comprehensive Scoping Review of Bayesian Networks in Healthcare: Past, Present and Future by Evangelia Kyrimi et al
02-18-2020	Curriculum in Gradient-Based Meta-Reinforcement Learning by Bhairav Mehta et al
02-21-2020	Graph4Code: A Machine Interpretable Knowledge Graph for Code by Kavitha Srinivas et al
02-19-2020	Error detection in Knowledge Graphs: Path Ranking, Embeddings or both? by R. Fasoulis et al
02-19-2020	ITeM: Independent Temporal Motifs to Summarize and Compare Temporal Networks by Sumit Purohit et al
02-18-2020	Generating Automatic Curricula via Self-Supervised Active Domain Randomization by Sharath Chandra Raparthy et al
02-18-2020	TIES: Temporal Interaction Embeddings For Enhancing Social Media Integrity At Facebook by Nima Noorshams et al
02-18-2020	Interpreting Interpretations: Organizing Attribution Methods by Criteria by Zifan Wang et al
02-20-2020	Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree by Wenhan Wang et al
02-21-2020	Learning Fairness-aware Relational Structures by Yue Zhang et al
02-19-2020	Stochastic Regret Minimization in Extensive-Form Games by Gabriele Farina et al
02-18-2020	An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies by Jeena Kleenankandy et al
02-21-2020	On The Reasons Behind Decisions by Adnan Darwiche et al
02-18-2020	AdaEnsemble Learning Approach for Metro Passenger Flow Forecasting by Shaolong Sun et al
02-20-2020	Designing Fair AI for Managing Employees in Organizations: A Review, Critique, and Design Agenda by Lionel P. Robert et al
02-19-2020	Learn to Design the Heuristics for Vehicle Routing Problem by Lei Gao et al
02-19-2020	Safe Counterfactual Reinforcement Learning by Yusuke Narita et al
02-18-2020	Constrained Multiagent Rollout and Multidimensional Assignment with the Auction Algorithm by Dimitri Bertsekas
02-21-2020	A Hybrid Algorithm Based Robust Big Data Clustering for Solving Unhealthy Initialization, Dynamic Centroid Selection and Empty clustering Problems with Analysis by Y. A. Joarder et al
02-19-2020	Using AI for Mitigating the Impact of Network Delay in Cloud-based Intelligent Traffic Signal Control by Rusheng Zhang et al
02-20-2020	Anonymizing Data for Privacy-Preserving Federated Learning by Olivia Choudhury et al
02-18-2020	An Overview of Distance and Similarity Functions for Structured Data by Santiago Ontañón
02-19-2020	When Radiology Report Generation Meets Knowledge Graph by Yixiao Zhang et al
02-18-2020	Best-item Learning in Random Utility Models with Subset Choices by Aadirupa Saha et al
02-20-2020	Do you comply with AI? -- Personalized explanations of learning algorithms and their impact on employees compliance behavior by NIklas Kuhl et al
02-20-2020	Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search by Xiaojie Gao et al
02-18-2020	Fair Prediction with Endogenous Behavior by Christopher Jung et al
02-19-2020	Non-Autoregressive Dialog State Tracking by Hung Le et al
02-20-2020	A Road Map to Strong Intelligence by Philip Paquette