Regression

Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering NeurIPS 2019 Overcoming the bottleneck in traditional assessments of verbal memory: Modeling human ratings and classifying clinical group membership NAACL 2019 PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data ICCV 2019 Parsimonious Online Learning with Kernels via Sparse Projections in Function Space JMLR 2019 Partial Label Learning via Label Enhancement AAAI 2019 Partitioning Structure Learning for Segmented Linear Regression Trees NeurIPS 2019 PASCAL and DPA: A Pilot Study on Using Prosodic Competence Scores to Predict Communicative Skills for Team Working and Public Speaking Interspeech 2019 Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks IJCAI 2019 Personalizing Many Decisions with High-Dimensional Covariates NeurIPS 2019 Perspective-Guided Convolution Networks for Crowd Counting ICCV 2019 Phaseless PCA: Low-Rank Matrix Recovery from Column-wise Phaseless Measurements ICML 2019 Phone-Attribute Posteriors to Evaluate the Speech of Cochlear Implant Users Interspeech 2019 POD: Practical Object Detection With Scale-Sensitive Network ICCV 2019 Point in, Box Out: Beyond Counting Persons in Crowds CVPR 2019 Polarimetric Camera Calibration Using an LCD Monitor CVPR 2019 Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019 Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator ICLR 2019 Predicting and Analyzing Language Specificity in Social Media Posts AAAI 2019 Predicting Historical Phonetic Features using Deep Neural Networks: A Case Study of the Phonetic System of Proto-Indo-European ACL 2019 Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning ACL 2019 Predicting Hurricane Trajectories Using a Recurrent Neural Network AAAI 2019 Predicting Phase 3 Clinical Trial Results by Modeling Phase 2 Clinical Trial Subject Level Data Using Deep Learning MLHC 2019 Predicting Sick Patient Volume in a Pediatric Outpatient Setting using Time Series Analysis MLHC 2019 Predicting the Difficulty of Multiple Choice Questions in a High-stakes Medical Exam ACL 2019 Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data AAAI 2019