- Interpretable Depression Detection from Social Media Text Using LLM-Derived Embeddings
2025/06/07 by Samuel Kim, Oghenemaro Imieye, Kim, Samuel +3 · 2 citations
Computer Science · Psychology · #Automatic summarization #Binary classification #Depression (economics) #Digital Mental Health Interventions #Generalization #Mental Health via Writing #Mental health #Psychological intervention #Sentiment Analysis and Opinion Mining #Social media
- pystacked: Stacking generalization and machine learning in Stata
2023/12/01 by Achim Ahrens, Christian Hansen, Mark E. Schaffer · 1 voice · 4 citations
Mathematics · #Arithmetic #Artificial intelligence #Artificial neural network #Base (topology) #Binary classification #Binary number #Computer science #Generalization #Machine learning #Mathematics #Multilayer perceptron #Perceptron #Probability and Statistical Research #Programming language #Python (programming language) #Random forest #Stacking #Statistical Methods and Inference #Statistical and numerical algorithms #Support vector machine
- gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling
2023/08/14 by Aleksandr V. Petrov, Aleksandr Petrov, Craig Macdonald · 1 voice · 1 citation
Computer Science · Decision Sciences · Mathematics · Psychology · #Advanced Bandit Algorithms Research #Artificial intelligence #Binary classification #Collaborative filtering #Computer science #Data mining #Econometrics #Forcing (mathematics) #Machine Learning in Healthcare #Machine learning #Mathematics #MovieLens #Overconfidence effect #Psychology #Ranking (information retrieval) #Recommender Systems and Techniques #Recommender system #Sampling (signal processing) #Social psychology #Statistics #Training set #cs.IR #cs.LG
- I'm Afraid I Can't Do That: Predicting Prompt Refusal in Black-Box Generative Language Models
2023/06/06 by Max Reuter, Maximilian Reuter, William B. Schulze +3 · 1 voice · 2 citations
Computer Science · #Artificial intelligence #Binary classification #Binary number #Classifier (UML) #Computer science #Discriminative model #Generative grammar #Generative model #Hate Speech and Cyberbullying Detection #Machine learning #Natural language processing #Offensive #Operations research #Support vector machine #Text Readability and Simplification #Topic Modeling #Training set
- The Role of Pseudo-labels in Self-training Linear Classifiers on High-dimensional Gaussian Mixture Data
2022/05/16 by T. Takahashi, Takashi Takahashi, Takahashi, Takashi · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #Algorithm #Artificial intelligence #Binary classification #Classifier (UML) #Computer science #Face and Expression Recognition #Gaussian #Heuristics #Linear classifier #Machine Learning and Data Classification #Machine learning #Mathematical optimization #Mathematics #Pattern recognition (psychology) #Support vector machine #cond-mat.dis-nn #cond-mat.stat-mech #cs.LG #math.ST #stat.ML #stat.TH
- Distributed support-vector-machine over dynamic balanced directed networks
2021/04/01 by Mohammadreza Doostmohammadian, Doostmohammadian, Mohammadreza, Alireza Aghasi +5 · 2 citations
Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Binary classification #Binary number #Classifier (UML) #Computer science #Data mining #Discretization #Distributed Control Multi-Agent Systems #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine learning #Mathematics #Neural Networks Stability and Synchronization #Neural Networks and Reservoir Computing #Optimization and Control (math.OC) #Signal Processing (eess.SP) #Social and Information Networks (cs.SI) #Structured support vector machine #Support vector machine #Systems and Control (eess.SY) #cs.LG #cs.SI #cs.SY #eess.SP #eess.SY #electronic engineering #information engineering #math.OC
- Rank consistent ordinal regression for neural networks with application to age estimation
2019/01/31 by Wenzhi Cao, Vahid Mirjalili, Sebastian Raschka · 26 citations
Computer Science · Mathematics · #Artificial intelligence #Artificial neural network #Binary classification #Computer science #Cross entropy #Domain Adaptation and Few-Shot Learning #Entropy (arrow of time) #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine learning #Mathematics #Ordinal data #Ordinal optimization #Ordinal regression #Pattern recognition (psychology) #Rank (graph theory) #Regression #Statistics #Support vector machine #cs.LG #stat.ML
- XNOR-Net: ImageNet Classification Using Binary Convolutional Neural\n Networks
2016/03/16 by Mohammad Rastegari, Vicente Ordonez, Rastegari, Mohammad +6 · 1 voice · 123 citations
Computer Science · Mathematics · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Algorithm #Arithmetic #Artificial intelligence #Artificial neural network #Binary classification #Binary number #Computer science #Convolutional neural network #Domain Adaptation and Few-Shot Learning #Logic gate #Mathematics #Pattern recognition (psychology) #Support vector machine #XNOR gate #cs.CV
- Optimally Combining Classifiers Using Unlabeled Data
2015/03/05 by Akshay Balsubramani, Balsubramani, Akshay, Yoav Freund +1 · 1 citation
Computer Science · Mathematics · #Artificial intelligence #Binary classification #Binary number #Classifier (UML) #Computer science #Data Stream Mining Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Labeled data #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine learning #Mathematical optimization #Mathematics #Minimax #Pattern recognition (psychology) #Support vector machine #cs.LG #stat.ML
- A Convolutional Neural Network for Modelling Sentences
2014/04/08 by Nal Kalchbrenner, Edward Grefenstette, Kalchbrenner, Nal +3 · 1 voice · 60 citations
Computer Science · #Artificial intelligence #Binary classification #Computer science #Convolutional neural network #Feature (linguistics) #Graph #Natural Language Processing Techniques #Natural language processing #Parse tree #Parsing #Pooling #Sentence #Sentiment Analysis and Opinion Mining #Support vector machine #Theoretical computer science #Topic Modeling #cs.CL