Tom Sander
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(17)
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Security & Privacy
(2)
Architectures
(2)
Differential Privacy
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core Methods
(1)
Optimization
(1)
Keywords
differential privacy
(2)
representation learning
(1)
stochastic gradient descent
(1)
image segmentation
(1)
neural network training
(1)
image captioning
(1)
deep learning
(1)
neural network optimization
(1)
gaussian noise
(1)
deep neural network
(1)
language model
(1)
synthetic data
(1)
implicit bia
(1)
scaling law
(1)
privacy budget
(1)
image watermarking
(1)
watermark detection
(1)
membership inference
(1)
renyi differential privacy
(1)
neural network
(1)
Papers
Watermark Anything With Localized Messages
ICLR 2025
Differentially Private Representation Learning via Image Captioning
ICML 2024
Implicit Bias in Noisy-SGD: With Applications to Differentially Private Training
AISTATS 2024
Watermarking Makes Language Models Radioactive
NeurIPS 2024
TAN Without a Burn: Scaling Laws of DP-SGD
ICML 2023