Papalexakis, Evangelos E.

1. SPARTan: Scalable PARAFAC2 for Large & Sparse Data
   2017/03/13 by Ioakeim Perros, Perros, Ioakeim, Evangelos E. Papalexakis +11 · 2 citations
   Engineering · Medicine · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Medical Imaging and Analysis #Numerical Analysis (math.NA) #Radiomics and Machine Learning in Medical Imaging
2. Link Prediction with Non-Contrastive Learning
   2022/11/25 by William Shiao, Zhichun Guo, Shiao, William +9 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
3. Semi-supervised Content-based Detection of Misinformation via Tensor\n Embeddings
   2018/04/24 by Gisel Bastidas Guacho, Guacho, Gisel Bastidas, Sara Abdali +5 · 2 citations
   Computer Science · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection #Topic Modeling
4. GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method
   2024/03/12 by Zubair Qazi, Qazi, Zubair, William Shiao +3 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
5. COPA: Constrained PARAFAC2 for Sparse & Large Datasets
   2018/03/12 by Afshar, Ardavan, Perros, Ioakeim, Papalexakis, Evangelos E. +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning
   2022/05/25 by Stephanie Milani, Milani, Stephanie, Zhicheng Zhang +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
7. t-PINE: Tensor-based Predictable and Interpretable Node Embeddings
   2018/05/03 by Al-Sayouri, Saba A., Gujral, Ekta, Koutra, Danai +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training
   2024/07/12 by Yunshu Wu, Wu, Yunshu, Yingtao Luo +7 · 1 citation
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
9. Automating Data Science Pipelines with Tensor Completion
   2024/10/08 by Pakala, Shaan, Graw, Bryce, Ahn, Dawon +5 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)