Antti Honkela
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
E-post
[email protected]
Telefonnummer
+358503112483
Utmärkelser
Vuoden 2001 lopputyöpalkinto CMCM, Center for Mathematical and Computational Modeling, Jyväskylän yliopisto
Award or honor granted for a specific work
School services,SCI
Jan 2002
Publikationer
Privacy-preserving data sharing via probabilistic modeling
Joonas Jälkö, Eemil Lagerspetz, Jari Haukka, Sasu Tarkoma, Antti Honkela, Samuel Kaski
2021
Computing Tight Differential Privacy Guarantees Using FFT
Antti Koskela, Joonas Jälkö, Antti Honkela
2020
Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics
Differentially Private Markov Chain Monte Carlo
Mikko Heikkilä, Joonas Jälkö, Onur Dikmen, Antti Honkela
2019
33rd Conference on Neural Information Processing Systems
Representation transfer for differentially private drug sensitivity prediction
Teppo Niinimäki, Mikko A. Heikkilä, Antti Honkela, Samuel Kaski
2019
Efficient differentially private learning improves drug sensitivity prediction
Antti Honkela, Mrinal Das, Arttu Nieminen, Onur Dikmen, Samuel Kaski
2018
Deep Transfer Learning of Representations for Differentially Private Learning
Teppo Niinimäki, Mikko A. Heikkilä, Samuel Kaski, Antti Honkela
2018
GPrank
Hande Topa, Antti Honkela
2018
Differentially Private Bayesian Learning on Distributed Data
Mikko A. Heikkilä, Eemil Lagerspetz, Samuel Kaski, Kana Shimizu, Sasu Tarkoma, Antti Honkela
2017
Advances in Neural Information Processing Systems 30
Sequence element enrichment analysis to determine the genetic basis of bacterial phenotypes
John A. Lees, Minna Vehkala, Niko Välimäki, Simon R. Harris, Claire Chewapreecha, Nicholas J. Croucher, Pekka Marttinen, Mark R. Davies, Andrew C. Steer, Steven Y C Tong, Antti Honkela, Julian Parkhill, Stephen D. Bentley, Jukka Corander
2016
Analysis of differential splicing suggests different modes of short-term splicing regulation
Hande Topa, Antti Honkela
2016