Kobbi Nissim
12 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (8)
🏃
Academic Marathon
(8)
🐝
Cross-Pollinator
(14)
🤝
Dynamic Duo
(10)
🌱
Topic Pioneer
🔬
Deep Specialist
(11)
🔥
Unstoppable
(5)
💎
Century Club
(12)
📈
Trend Setter
Conferences
NIPS (6)
JMLR (3)
COLT (2)
ALT (1)
Top co-authors
Research topics
Keywords
differential privacy
(11)
pac learning
(5)
sample complexity
(5)
local privacy
(2)
heavy hitter
(2)
vc dimension
(2)
private learning
(2)
statistical query
(2)
learning theory
(2)
generative model
(1)
algorithm analysis
(1)
concept class
(1)
online classification
(1)
minimum enclosing ball
(1)
algorithmic stability
(1)
approximation algorithm
(1)
mistake bound
(1)
clustering algorithm
(1)
generalization bound
(1)
k-means clustering
(1)
Papers
Credit Attribution and Stable Compression
NIPS 2024
Adaptive Data Analysis in a Balanced Adversarial Model
NIPS 2023
Private Everlasting Prediction
NIPS 2023
Black-Box Differential Privacy for Interactive ML
NIPS 2023
Practical Locally Private Heavy Hitters
JMLR 2020
Characterizing the Sample Complexity of Pure Private Learners
JMLR 2019
Simultaneous Private Learning of Multiple Concepts
JMLR 2019
Private Center Points and Learning of Halfspaces
COLT 2019
Clustering Algorithms for the Centralized and Local Models
ALT 2018
The Limits of Post-Selection Generalization
NIPS 2018
Practical Locally Private Heavy Hitters
NIPS 2017
Adaptive Learning with Robust Generalization Guarantees
COLT 2016