Rousu, Juho

1. Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo
   2015/08/18 by Markus Heinonen, Heinonen, Markus, Henrik Mannerström +7 · 7 citations
   Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms #Markov Chains and Monte Carlo Methods
2. MassSpecGym: A benchmark for the discovery and identification of molecules
   2024/10/30 by Roman Bushuiev, Bushuiev, Roman, Anton Bushuiev +57 · 2 voices · 11 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #q-bio.QM #cs.LG
3. Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters
   2022/02/08 by Luc Brogat-Motte, Rémi Flamary, Brogat-Motte, Luc +7 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
4. A Solution for Large Scale Nonlinear Regression with High Rank and\n Degree at Constant Memory Complexity via Latent Tensor Reconstruction
   2020/05/04 by Sándor Szedmák, Anna Cichońska, Szedmak, Sandor +7 · 1 citation
   Computer Science · Mathematics · #Advanced Neural Network Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Tensor decomposition and applications
5. Vector-Valued Least-Squares Regression under Output Regularity\n Assumptions
   2022/11/16 by Luc Brogat-Motte, Alessandro Rudi, Brogat-Motte, Luc +7 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Face and Expression Recognition #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
6. Scalable variable selection for two-view learning tasks with projection operators
   2023/07/04 by Szedmak, Sandor, Huusari, Riikka, Le, Tat Hong Duong +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)