Niki A. Loppi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Similarity Metrics

Gaussian Process

Top Venues

J. Comput. Phys.

Publications

Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona de Gibert Bonet, Shaoxiong Ji, Niki A. Loppi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann
MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki. EACL (Demonstrations) (2024)
Sebastian Rodriguez Beltran, Marlon Tobaben, Niki A. Loppi, Antti Honkela
Towards Efficient and Scalable Training of Differentially Private Deep Learning. CoRR (2024)
Andrea Pilzer, Yuxin Hou, Niki A. Loppi, Arno Solin, Juho Kannala
Expansion of Visual Hints for Improved Generalization in Stereo Matching. WACV (2023)
Michele Boggia, Stig-Arne Grönroos, Niki A. Loppi, Timothee Mickus, Alessandro Raganato, Jörg Tiedemann, Raúl Vázquez
Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation. NoDaLiDa (2023)
Andrea Pilzer, Yuxin Hou, Niki A. Loppi, Arno Solin, Juho Kannala
Expansion of Visual Hints for Improved Generalization in Stereo Matching. CoRR (2022)
Jarkko Lagus, Niki A. Loppi, Arto Klami
Second-order Document Similarity Metrics for Transformers. ICNLSP (2022)
Lukas Prediger, Niki A. Loppi, Samuel Kaski, Antti Honkela
d3p - A Python Package for Differentially-Private Probabilistic Programming. Proc. Priv. Enhancing Technol. 2022 (2) (2022)
Muhammad F. Emzir, Niki A. Loppi, Zheng Zhao, Syeda Sakira Hassan, Simo Särkkä
Fast optimize-and-sample method for differentiable Galerkin approximations of multi-layered Gaussian process priors. FUSION (2022)
Oliver Hamelijnck, William J. Wilkinson, Niki A. Loppi, Arno Solin, Theodoros Damoulas
Spatio-Temporal Variational Gaussian Processes. CoRR (2021)
Oliver Hamelijnck, William J. Wilkinson, Niki A. Loppi, Arno Solin, Theodoros Damoulas
Spatio-Temporal Variational Gaussian Processes. NeurIPS (2021)
Niki A. Loppi, Tuomas Kynkäänniemi
Multi-node Training for StyleGAN2. ICPR Workshops (1) (2020)
Brian C. Vermeire, Niki A. Loppi, Peter E. Vincent
Optimal embedded pair Runge-Kutta schemes for pseudo-time stepping. J. Comput. Phys. 415 (2020)
Brian C. Vermeire, Niki A. Loppi, Peter E. Vincent
Optimal Runge-Kutta schemes for pseudo time-stepping with high-order unstructured methods. J. Comput. Phys. 383 (2019)
Niki A. Loppi, Freddie D. Witherden, Antony Jameson, Peter E. Vincent
Locally adaptive pseudo-time stepping for high-order Flux Reconstruction. J. Comput. Phys. 399 (2019)
Niki A. Loppi, Freddie D. Witherden, Antony Jameson, Peter E. Vincent
A high-order cross-platform incompressible Navier-Stokes solver via artificial compressibility with application to a turbulent jet. Comput. Phys. Commun. 233 (2018)