David Carlson
- Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks
2015/12/23 by Chunyuan Li, Changyou Chen, Li, Chunyuan +5 · 23 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques
- How Exposure to Violence Affects Ethnic Voting
2017/12/04 by Dino Hadzic, David Carlson, Margit Tavits · 11 citations
Social Sciences · #Political Conflict and Governance #Culture, Economy, and Development Studies #Religion and Society Interactions
- StoryGAN: A Sequential Conditional GAN for Story Visualization
2018/12/06 by Yitong Li, Zhe Gan, Li, Yitong +15 · 19 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Deep Temporal Sigmoid Belief Networks for Sequence Modeling
2015/09/23 by Zhe Gan, Gan, Zhe, Chunyuan Li +7 · 7 citations
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Time Series Analysis and Forecasting
- Universal visible emitters in nanoscale integrated photonics
2022/06/23 by Grisha Spektor, Spektor, Grisha, David Carlson +19 · 2 citations
Computer Science · Physics and Astronomy · #Applied Physics (physics.app-ph) #Atomic Physics (physics.atom-ph) #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Optics (physics.optics) #Orbital Angular Momentum in Optics #Quantum Information and Cryptography
- AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor Models
2022/01/07 by William E. Carson, Austin Talbot, Carson, William E. +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Materials Science · #FOS: Biological sciences #FOS: Computer and information sciences #Gene expression and cancer classification #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Molecular Biology Techniques and Applications
- Causal Mediation Analysis with Multi-dimensional and Indirectly Observed Mediators
2023/06/13 by Ziyang Jiang, Yiling Liu, Jiang, Ziyang +13 · 1 citation
Computer Science · Mathematics · Psychology · #Advanced Causal Inference Techniques #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mental Health Research Topics
- Stochastic Bouncy Particle Sampler
2016/09/03 by Ari Pakman, Dar Gilboa, Pakman, Ari +5 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods
- The bandgap-detuned excitation regime in photonic-crystal resonators
2024/04/17 by Yan Jin, Erwan Lucas, Jin, Yan +11 · 2 citations
Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #FOS: Physical sciences #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices