Bashir Sadeghi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Invariant Representations

Top Venues

IEEE Trans. Signal Process.

Trans. Mach. Learn. Res.

Publications

Sepehr Dehdashtian, Bashir Sadeghi, Vishnu Naresh Boddeti
Utility-Fairness Trade-Offs and How to Find Them. CoRR (2024)
Bashir Sadeghi, Sepehr Dehdashtian, Vishnu Boddeti
On Characterizing the Trade-off in Invariant Representation Learning. Trans. Mach. Learn. Res. 2022 (2022)
Bashir Sadeghi, Lan Wang, Vishnu Naresh Boddeti
Adversarial Representation Learning with Closed-Form Solvers. ECML/PKDD (2) (2021)
Bashir Sadeghi, Vishnu Boddeti
On the Fundamental Trade-offs in Learning Invariant Representations. CoRR (2021)
Bashir Sadeghi, Lan Wang, Vishnu Naresh Boddeti
Adversarial Representation Learning With Closed-Form Solvers. CoRR (2021)
Bashir Sadeghi, Vishnu Naresh Boddeti
Imparting Fairness to Pre-Trained Biased Representations. CVPR Workshops (2020)
Bashir Sadeghi, Runyi Yu, Vishnu Boddeti
On the Global Optima of Kernelized Adversarial Representation Learning. ICCV (2019)
Bashir Sadeghi, Runyi Yu, Vishnu Naresh Boddeti
Constrained Sampling: Optimum Reconstruction in Subspace With Minimax Regret Constraint. IEEE Trans. Signal Process. 67 (16) (2019)
Bashir Sadeghi, Runyi Yu, Vishnu Naresh Boddeti
On the Global Optima of Kernelized Adversarial Representation Learning. CoRR (2019)
Bashir Sadeghi, Runyi Yu, Ruili Wang
Shifting Interpolation Kernel Toward Orthogonal Projection. IEEE Trans. Signal Process. 66 (1) (2018)
Bashir Sadeghi, Runyi Yu
Shift-Variance and Nonstationarity of Linear Periodically Shift-Variant Systems and Applications to Generalized Sampling-Reconstruction Processes. IEEE Trans. Signal Process. 64 (6) (2016)