Kostis Gourgoulias

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Class Separability

Importance Sampling

Causal Reasoning

Top Venues

Trans. Mach. Learn. Res.

Publications

Kostis Gourgoulias, Najah Ghalyan, Maxime Labonne, Yash Satsangi, Sean Moran, Joseph Sabelja
Estimating class separability of text embeddings with persistent homology. Trans. Mach. Learn. Res. 2024 (2024)
Jiaeli Shi, Najah Ghalyan, Kostis Gourgoulias, John Buford, Sean Moran
DeepClean: Machine Unlearning on the Cheap by Resetting Privacy Sensitive Weights using the Fisher Diagonal. CoRR (2023)
Najah Ghalyan, Kostis Gourgoulias, Yash Satsangi, Sean Moran, Maxime Labonne, Joseph Sabelja
An Unsupervised Method for Estimating Class Separability of Datasets with Application to LLMs Fine-Tuning. CoRR (2023)
Albert Buchard, Baptiste Bouvier, Giulia Prando, Rory Beard, Michail Livieratos, Dan Busbridge, Daniel H. Thompson, Jonathan G. Richens, Yuanzhao Zhang, Adam Baker, Yura Perov, Kostis Gourgoulias, Saurabh Johri
Learning medical triage from clinicians using Deep Q-Learning. CoRR (2020)
Divya Gautam, Maria Lomeli, Kostis Gourgoulias, Daniel H. Thompson, Saurabh Johri
Masking schemes for universal marginalisers. CoRR (2020)
Robert Walecki, Kostis Gourgoulias, Adam Baker, Chris Hart, Chris Lucas, Max Zwiessele, Albert Buchard, Maria Lomeli, Yura Perov, Saurabh Johri
Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs. CoRR (2019)
Yura Perov, Logan Graham, Kostis Gourgoulias, Jonathan G. Richens, Ciarán M. Lee, Adam Baker, Saurabh Johri
MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming. AABI (2019)
Yura Perov, Logan Graham, Kostis Gourgoulias, Jonathan G. Richens, Ciarán M. Lee, Adam Baker, Saurabh Johri
MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming. CoRR (2019)
Robert Walecki, Albert Buchard, Kostis Gourgoulias, Chris Hart, Maria Lomeli, Alexandre K. W. Navarro, Max Zwiessele, Yura Perov, Saurabh Johri
Universal Marginalizer for Amortised Inference and Embedding of Generative Models. CoRR (2018)