MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization. Minimum entropy production in multipartite processes due to neighborhood constraints. GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction. A Multi-Modal States based Vehicle Descript …

PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models. Towards Sharper First-Order Adversary with Quantized Gradients. Simulating Performance of ML Systems with Offline Profiling. On a minimum enclosing ball of a collection of linear subspaces. Linear Regression without Correspondences via Concave Minimization. AOL: Adaptiv …

An Assignment Problem Formulation for Dominance Move Indicator. DeepPlume: Very High Resolution Real-Time Air Quality Mapping. Generating Word and Document Embeddings for Sentiment Analysis. Forecasting the Intra-Day Spread Densities of Electricity Prices. A characterization of proportionally representative committees. Memristive Properties of Mush …

Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories. Automated Cardiothoracic Ratio Calculation and Cardiomegaly Detection using Deep Learning Approach. Adversarially Guided Self-Play for Adopting Social Conventions. Effects of Discretization of Decision and Objective Spaces on the Performance of Evolutionary Multiob …

BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation. Accelerator-aware Neural Network Design using AutoML. Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator. Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems. Vulnerabilities of Connectionist AI Applica …

How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance. Dominance Move calculation using a MIP approach for comparison of multi and many-objective optimization solution sets. Improved dual channel pulse coupled neural network and its application to multi-focus image fusion. Adversa …

Domain Adaptation Through Label Propagation: Learning Clustered and Aligned Features. Deep Innovation Protection. Scalable Differentially Private Data Generation via Private Aggregation of Teacher Ensembles. Expected Tight Bounds for Robust Deep Neural Network Training. Unsupervised Spatiotemporal Data Inpainting. Fair Resource Allocation in Federa …