Regression

Learning Hierarchical Interactions at Scale: A Convex Optimization Approach AISTATS 2020 Learning High-dimensional Gaussian Graphical Models under Total Positivity without Adjustment of Tuning Parameters AISTATS 2020 Learning Insulin-Glucose Dynamics in the Wild MLHC 2020 Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume AAAI 2020 Learning Light Field Angular Super-Resolution via a Geometry-Aware Network AAAI 2020 Learning nonlinear dynamical systems from a single trajectory L4DC 2020 Learning Polynomials in Few Relevant Dimensions COLT 2020 Learning Sensitivity of RCPSP by Analyzing the Search Process IJCAI 2020 Learning spectrograms with convolutional spectral kernels AISTATS 2020 Learning to Autofocus CVPR 2020 Learning to Measure the Static Friction Coefficient in Cloth Contact CVPR 2020 Learning to Restore Low-Light Images via Decomposition-and-Enhancement CVPR 2020 Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions NeurIPS 2020 Least Squares Regression with Markovian Data: Fundamental Limits and Algorithms NeurIPS 2020 Linear Antisymmetric Recurrent Neural Networks L4DC 2020 Linear bandits with Stochastic Delayed Feedback ICML 2020 Linear predictor on linearly-generated data with missing values: non consistency and solutions AISTATS 2020 LMLFM: Longitudinal Multi-Level Factorization Machine AAAI 2020 Local-Global Video-Text Interactions for Temporal Grounding CVPR 2020 Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! IJCAI 2020 Logistic regression with peer-group effects via inference in higher-order Ising models AISTATS 2020 Low-rank regularization and solution uniqueness in over-parameterized matrix sensing AISTATS 2020 LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines SemEval 2020 Mama/Papa, Is this Text for Me? COLING 2020 Matérn Gaussian Processes on Riemannian Manifolds NeurIPS 2020