← Core Methods
Machine Learning › Core Methods ›

Regression

4964 directly classified papers

Papers per year

Papers

AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024
Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation AAAI 2024
Towards a General-Purpose Model of Perceived Pragmatic Similarity INTERSPEECH 2024
Enhancing No-Reference Speech Quality Assessment with Pairwise, Triplet Ranking Losses, and ASR Pretraining INTERSPEECH 2024
RankDVQA: Deep VQA Based on Ranking-Inspired Hybrid Training WACV 2024
DNSMOS Pro: A Reduced-Size DNN for Probabilistic MOS of Speech INTERSPEECH 2024
UNED team at BEA 2024 Shared Task: Testing different Input Formats for predicting Item Difficulty and Response Time in Medical Exams NAACL 2024
AMD: Autoregressive Motion Diffusion AAAI 2024
An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equations AAAI 2024
Leveraging Universal Speech Representations for Detecting and Assessing the Severity of Mild Cognitive Impairment Across Languages INTERSPEECH 2024
HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting AAAI 2024
Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models AISTATS 2024
Entrainment Analysis and Prosody Prediction of Subsequent Interlocutor’s Backchannels in Dialogue INTERSPEECH 2024
Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024
Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach IJCAI 2024
On the Misspecification of Linear Assumptions in Synthetic Controls AISTATS 2024
Conformalized Deep Splines for Optimal and Efficient Prediction Sets AISTATS 2024
Do we EXPECT TO find phonetic traces for syntactic traces? INTERSPEECH 2024
Modelled Multivariate Overlap: A method for measuring vowel merger INTERSPEECH 2024
Contrastive Learning Drug Response Models from Natural Language Supervision IJCAI 2024
Robust Losses for Decision-Focused Learning IJCAI 2024
Scalable Patent Classification with Aggregated Multi-View Ranking COLING 2024
When Argumentation Meets Cohesion: Enhancing Automatic Feedback in Student Writing COLING 2024
Catch Me If You Can: Laser Tethering with Highly Mobile Targets NSDI 2024
Glance To Count: Learning To Rank With Anchors for Weakly-Supervised Crowd Counting WACV 2024