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ORCIDTyler Sypherd
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2020 – today
- 2023
[c6]Tyler Sypherd, Nathaniel Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar:
Smoothly Giving up: Robustness for Simple Models. AISTATS 2023: 5376-5410- [i8]Tyler Sypherd, Nathan Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar:
Smoothly Giving up: Robustness for Simple Models. CoRR abs/2302.09114 (2023) - 2022
- [j1]Tyler Sypherd
, Mario Díaz, John Kevin Cava, Gautam Dasarathy, Peter Kairouz, Lalitha Sankar:
A Tunable Loss Function for Robust Classification: Calibration, Landscape, and Generalization. IEEE Trans. Inf. Theory 68(9): 6021-6051 (2022) - [c5]Tyler Sypherd, Richard Nock, Lalitha Sankar:
Being Properly Improper. ICML 2022: 20891-20932 - [c4]Gowtham R. Kurri, Monica Welfert, Tyler Sypherd, Lalitha Sankar:
α-GAN: Convergence and Estimation Guarantees. ISIT 2022: 276-281 - [i7]Gowtham R. Kurri, Monica Welfert, Tyler Sypherd, Lalitha Sankar:
α-GAN: Convergence and Estimation Guarantees. CoRR abs/2205.06393 (2022) - [i6]Kyle Otstot, John Kevin Cava, Tyler Sypherd, Lalitha Sankar:
AugLoss: A Learning Methodology for Real-World Dataset Corruption. CoRR abs/2206.02286 (2022) - 2021
- [c3]Gowtham R. Kurri, Tyler Sypherd, Lalitha Sankar:
Realizing GANs via a Tunable Loss Function. ITW 2021: 1-6 - [i5]Gowtham R. Kurri, Tyler Sypherd, Lalitha Sankar:
Realizing GANs via a Tunable Loss Function. CoRR abs/2106.05232 (2021) - [i4]Richard Nock, Tyler Sypherd, Lalitha Sankar:
Being Properly Improper. CoRR abs/2106.09920 (2021) - 2020
- [c2]Tyler Sypherd, Mario Díaz, Lalitha Sankar, Gautam Dasarathy:
On the α-loss Landscape in the Logistic Model. ISIT 2020: 2700-2705 - [i3]Tyler Sypherd, Mario Díaz, Lalitha Sankar, Gautam Dasarathy:
On the alpha-loss Landscape in the Logistic Model. CoRR abs/2006.12406 (2020)
2010 – 2019
- 2019
- [c1]Tyler Sypherd, Mario Díaz, Lalitha Sankar, Peter Kairouz:
A Tunable Loss Function for Binary Classification. ISIT 2019: 2479-2483 - [i2]Tyler Sypherd, Mario Díaz, Lalitha Sankar, Peter Kairouz:
A Tunable Loss Function for Binary Classification. CoRR abs/1902.04639 (2019) - [i1]Tyler Sypherd, Mario Díaz, Harshit Laddha, Lalitha Sankar, Peter Kairouz, Gautam Dasarathy:
A Tunable Loss Function for Classification. CoRR abs/1906.02314 (2019)
Coauthor Index
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