Tyler Sypherd

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 15

Top Topics

Boosting Framework

Top Venues

IEEE Trans. Inf. Theory

Publications

Tyler Sypherd, Nathaniel Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar
Smoothly Giving up: Robustness for Simple Models. AISTATS (2023)
Tyler Sypherd, Nathan Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar
Smoothly Giving up: Robustness for Simple Models. CoRR (2023)
Gowtham R. Kurri, Monica Welfert, Tyler Sypherd, Lalitha Sankar
α-GAN: Convergence and Estimation Guarantees. CoRR (2022)
Kyle Otstot, John Kevin Cava, Tyler Sypherd, Lalitha Sankar
AugLoss: A Learning Methodology for Real-World Dataset Corruption. CoRR (2022)
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) (2022)
Gowtham R. Kurri, Monica Welfert, Tyler Sypherd, Lalitha Sankar
α-GAN: Convergence and Estimation Guarantees. ISIT (2022)
Tyler Sypherd, Richard Nock, Lalitha Sankar
Being Properly Improper. ICML (2022)
Richard Nock, Tyler Sypherd, Lalitha Sankar
Being Properly Improper. CoRR (2021)
Gowtham R. Kurri, Tyler Sypherd, Lalitha Sankar
Realizing GANs via a Tunable Loss Function. CoRR (2021)
Gowtham R. Kurri, Tyler Sypherd, Lalitha Sankar
Realizing GANs via a Tunable Loss Function. ITW (2021)
Tyler Sypherd, Mario Díaz, Lalitha Sankar, Gautam Dasarathy
On the alpha-loss Landscape in the Logistic Model. CoRR (2020)
Tyler Sypherd, Mario Díaz, Lalitha Sankar, Gautam Dasarathy
On the α-loss Landscape in the Logistic Model. ISIT (2020)
Tyler Sypherd, Mario Díaz, Lalitha Sankar, Peter Kairouz
A Tunable Loss Function for Binary Classification. ISIT (2019)
Tyler Sypherd, Mario Díaz, Harshit Laddha, Lalitha Sankar, Peter Kairouz, Gautam Dasarathy
A Tunable Loss Function for Classification. CoRR (2019)
Tyler Sypherd, Mario Díaz, Lalitha Sankar, Peter Kairouz
A Tunable Loss Function for Binary Classification. CoRR (2019)