Accountability in an Algorithmic Society: Relationality, Responsibility,
and Robustness in Machine LearningConference on Fairness, Accountability and Transparency (FAccT), 2022 |
Weighted Neural Tangent Kernel: A Generalized and Improved
Network-Induced KernelMachine-mediated learning (ML), 2021 |
Finite Versus Infinite Neural Networks: an Empirical StudyNeural Information Processing Systems (NeurIPS), 2020 |
Beyond Linearization: On Quadratic and Higher-Order Approximation of
Wide Neural NetworksInternational Conference on Learning Representations (ICLR), 2019 |