pith. sign in

Antti Honkela

Identifiers

  • name variant Antti Honkela 0.60 · backfill

Papers (26)

  1. On Reliability of Efficient Membership Inference Vulnerability Evaluation cs.LG · 2026 · author #4
  2. Beyond Square Roots: Explicit Memory-Efficient Factorization for Multi-Epoch Private Learning cs.LG · 2026 · author #4
  3. $f$-Differential Privacy Filters: Validity and Approximate Solutions cs.CR · 2026 · author #4
  4. Beyond Membership: Limitations of Add/Remove Adjacency in Differential Privacy cs.CR · 2025 · author #4
  5. On Optimal Hyperparameters for Differentially Private Deep Transfer Learning cs.LG · 2025 · author #4
  6. Accuracy-First R\'enyi Differential Privacy and Post-Processing Immunity cs.CR · 2025 · author #3
  7. Privacy Leakage via Output Label Space and Differentially Private Continual Learning cs.LG · 2024 · author #6
  8. Noise-Aware Differentially Private Variational Inference stat.ML · 2024 · author #3
  9. Differentially Private Markov Chain Monte Carlo stat.ML · 2019 · author #4
  10. Differentially Private Bayesian Learning on Distributed Data stat.ML · 2017 · author #6
  11. Differentially Private Variational Inference for Non-conjugate Models stat.ML · 2016 · author #3
  12. Efficient differentially private learning improves drug sensitivity prediction stat.ML · 2016 · author #1
  13. Analysis of differential splicing suggests different modes of short-term splicing regulation q-bio.QM · 2016 · author #2
  14. On the inconsistency of $\ell_1$-penalised sparse precision matrix estimation cs.LG · 2016 · author #4
  15. Bayesian identification of bacterial strains from sequencing data q-bio.GN · 2015 · author #10
  16. Genome-wide modelling of transcription kinetics reveals patterns of RNA production delays q-bio.GN · 2015 · author #1
  17. Fast and accurate approximate inference of transcript expression from RNA-seq data q-bio.QM · 2014 · author #4
  18. Gaussian process test for high-throughput sequencing time series: application to experimental evolution q-bio.PE · 2014 · author #5
  19. Exploration and retrieval of whole-metagenome sequencing samples q-bio.GN · 2013 · author #4
  20. Fast Approximate Inference of Transcript Expression Levels from RNA-seq Data q-bio.GN · 2013 · author #3
  21. Probe region expression estimation for RNA-seq data for improved microarray comparability q-bio.GN · 2013 · author #2
  22. Inference of RNA Polymerase II Transcription Dynamics from Chromatin Immunoprecipitation Time Course Data q-bio.QM · 2013 · author #2
  23. A mixed model approach for joint genetic analysis of alternatively spliced transcript isoforms using RNA-Seq data q-bio.GN · 2012 · author #5
  24. Gaussian process modelling of multiple short time series stat.ML · 2012 · author #2
  25. Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework cs.MS · 2012 · author #3
  26. Identifying differentially expressed transcripts from RNA-seq data with biological variation q-bio.GN · 2011 · author #2

Mentions

  • 1511.06546 #10 · backfill · confidence 0.70 Antti Honkela
  • 2509.22213 #3 · arxiv_oai · confidence 0.70 Antti Honkela
  • 1503.01081 #1 · backfill · confidence 0.70 Antti Honkela
  • 1412.5995 #4 · backfill · confidence 0.70 Antti Honkela
  • 1403.4086 #5 · backfill · confidence 0.70 Antti Honkela
  • 2410.19371 #3 · arxiv_oai · confidence 0.70 Antti Honkela
  • 1308.6074 #4 · backfill · confidence 0.70 Antti Honkela
  • 1308.5953 #3 · backfill · confidence 0.70 Antti Honkela
  • 1304.1698 #2 · backfill · confidence 0.70 Antti Honkela
  • 1303.4926 #2 · backfill · confidence 0.70 Antti Honkela
  • 2605.25819 #4 · arxiv_oai · confidence 0.70 Antti Honkela
  • 1210.2850 #5 · backfill · confidence 0.70 Antti Honkela
  • 1210.2503 #2 · backfill · confidence 0.70 Antti Honkela
  • 1207.1380 #3 · backfill · confidence 0.70 Antti Honkela
  • 1109.0863 #2 · backfill · confidence 0.70 Antti Honkela
  • 2605.18379 #4 · arxiv_oai · confidence 0.70 Antti Honkela

Frequent Coauthors