Olga Ohrimenko
8 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (8) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
NIPS (5)
AISTATS (1)
EMNLP (1)
ICML (1)
Top co-authors
Research topics
Keywords
differential privacy
(4)
randomized smoothing
(3)
adversarial robustness
(2)
edit distance
(2)
secure computation
(1)
robust statistics
(1)
certified robustness
(1)
trusted execution environment
(1)
exponential mechanism
(1)
privacy utility tradeoff
(1)
streaming algorithm
(1)
machine learning
(1)
lower bound
(1)
robustness certification
(1)
gaussian mechanism
(1)
adversarial training
(1)
top-k selection
(1)
privacy amplification
(1)
text classification
(1)
adversarial learning
(1)
Papers
Certified Adversarial Robustness via Randomized $\alpha$-Smoothing for Regression Models
NIPS 2024
CERT-ED: Certifiably Robust Text Classification for Edit Distance
EMNLP 2024
Tight Data Access Bounds for Private Top-$k$ Selection
ICML 2023
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion
NIPS 2023
Protecting Global Properties of Datasets with Distribution Privacy Mechanisms
AISTATS 2023
An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors
NIPS 2019
Oblivious Sampling Algorithms for Private Data Analysis
NIPS 2019
Contamination Attacks and Mitigation in Multi-Party Machine Learning
NIPS 2018