Nathalie Rauschmayr

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 5

Top Venues

CoRR

KDD

ICML

MLSys

Karlsruhe Institute of Technology (PHD)

Education History

Karlsruhe Institute of Technology

PHD

Publications

Francesco Pinto, Nathalie Rauschmayr, Florian Tramèr, Philip Torr, Federico Tombari
Extracting Training Data from Document-Based VQA Models. CoRR (2024)
Nathalie Rauschmayr, Sami Kama, Muhyun Kim, Miyoung Choi, Krishnaram Kenthapadi
Profiling Deep Learning Workloads at Scale using Amazon SageMaker. KDD (2022)
Yigitcan Kaya, Muhammad Bilal Zafar, Sergül Aydöre, Nathalie Rauschmayr, Krishnaram Kenthapadi
Generating Distributional Adversarial Examples to Evade Statistical Detectors. ICML (2022)
Nathalie Rauschmayr, Vikas Kumar, Rahul Huilgol, Andrea Olgiati, Satadal Bhattacharjee, Nihal Harish, Vandana Kannan, Amol Lele, Anirudh Acharya, Jared Nielsen, Lakshmi Ramakrishnan, Ishan Bhatt, Kohen Chia, Neelesh Dodda, Zhihan Li, Jiacheng Gu, Miyoung Choi, Balajee Nagarajan, Jeffrey Geevarghese, Denis Davydenko, Sifei Li, Lu Huang, Edward Kim, Tyler Hill, Krishnaram Kenthapadi
Amazon SageMaker Debugger: A System for Real-Time Insights into Machine Learning Model Training. MLSys (2021)
Dylan Slack, Nathalie Rauschmayr, Krishnaram Kenthapadi
Defuse: Harnessing Unrestricted Adversarial Examples for Debugging Models Beyond Test Accuracy. CoRR (2021)
Nathalie Rauschmayr, Achim Streit
Evaluation of x32-ABI in the Context of LHC Applications. ICCS (2013)
Nathalie Rauschmayr, Achim Streit
Evaluating Moldability of LHCb Jobs for Multicore Job Submission. SYNASC (2013)
Nathalie Rauschmayr, Achim Streit
Reducing the Memory Footprint of Parallel Applications with KSM. Facing the Multicore-Challenge (2012)

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Publication Activity (10 Years)

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Nathalie Rauschmayr