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Tsipras, Dimitris
28  Ergebnisse:
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1

Dataset Security for Machine Learning: Data Poisoning, Back..:

Goldblum, Micah ; Tsipras, Dimitris ; Xie, Chulin...
IEEE Transactions on Pattern Analysis and Machine Intelligence.  45 (2023)  2 - p. 1563-1580 , 2023
Link: https://doi.org/10.1109/..
 
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2

Efficient Money Burning in General Domains:

Fotakis, Dimitris ; Tsipras, Dimitris ; Tzamos, Christos.
Theory of Computing Systems.  59 (2016)  4 - p. 619-640 , 2016
Link: https://doi.org/10.1007/..
 
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3

What Can Transformers Learn In-Context? A Case Study of Sim..:

Garg, Shivam ; Tsipras, Dimitris ; Liang, Percy.
http://arxiv.org/abs/2208.01066.  , 2022
Link: http://arxiv.org/abs/220..
 
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4

Holistic Evaluation of Language Models:

Liang, Percy ; Bommasani, Rishi ; Lee, Tony...
http://arxiv.org/abs/2211.09110.  , 2022
Link: http://arxiv.org/abs/221..
 
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5

Editing a classifier by rewriting its prediction rules:

Santurkar, Shibani ; Tsipras, Dimitris ; Elango, Mahalaxmi...
http://arxiv.org/abs/2112.01008.  , 2021
Link: http://arxiv.org/abs/211..
 
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6

Combining Diverse Feature Priors:

Jain, Saachi ; Tsipras, Dimitris ; Madry, Aleksander
http://arxiv.org/abs/2110.08220.  , 2021
Link: http://arxiv.org/abs/211..
 
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7

Learning Through the Lens of Robustness:

Tsipras, Dimitris
https://hdl.handle.net/1721.1/140148.  , 2021
Link: https://hdl.handle.net/1..
 
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8

Robustness may be at odds with accuracy:

Tsipras, Dimitris ; Santurkar, Shibani (Shibani Vinay) ; Engstrom, Logan G..
https://openreview.net/forum?id=SyxAb30cY7.  , 2021
Link: https://hdl.handle.net/1..
 
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9

Exploring the landscape of spatial robustness:

Engstrom, Logan G ; Tran, Brandon ; Tsipras, Dimitris..
http://proceedings.mlr.press/v97/engstrom19a.html.  , 2021
Link: https://hdl.handle.net/1..
 
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10

Implementation Matters in Deep Policy Gradients: A Case Stu..:

Engstrom, Logan ; Ilyas, Andrew ; Santurkar, Shibani...
http://arxiv.org/abs/2005.12729.  , 2020
Link: http://arxiv.org/abs/200..
 
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11

From ImageNet to Image Classification: Contextualizing Prog..:

Tsipras, Dimitris ; Santurkar, Shibani ; Engstrom, Logan..
http://arxiv.org/abs/2005.11295.  , 2020
Link: http://arxiv.org/abs/200..
 
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12

Identifying Statistical Bias in Dataset Replication:

Engstrom, Logan ; Ilyas, Andrew ; Santurkar, Shibani...
http://arxiv.org/abs/2005.09619.  , 2020
Link: http://arxiv.org/abs/200..
 
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13

Dataset Security for Machine Learning: Data Poisoning, Back..:

Goldblum, Micah ; Tsipras, Dimitris ; Xie, Chulin...
http://arxiv.org/abs/2012.10544.  , 2020
Link: http://arxiv.org/abs/201..
 
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14

BREEDS: Benchmarks for Subpopulation Shift:

Santurkar, Shibani ; Tsipras, Dimitris ; Madry, Aleksander
http://arxiv.org/abs/2008.04859.  , 2020
Link: http://arxiv.org/abs/200..
 
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15

Image Synthesis with a Single (Robust) Classifier:

Santurkar, Shibani ; Tsipras, Dimitris ; Tran, Brandon...
http://arxiv.org/abs/1906.09453.  , 2019
Link: http://arxiv.org/abs/190..
 
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