1 code implementation • 24 Jan 2024 • Tanmay Chakraborty, Christin Seifert, Christian Wirth
In industry, Bayesian optimization (BO) is widely applied in the human-AI collaborative parameter tuning of cyber-physical systems.
no code implementations • 6 Feb 2023 • Anderson Santana de Oliveira, Caelin Kaplan, Khawla Mallat, Tanmay Chakraborty
Recent works have shown that selecting an optimal model architecture suited to the differential privacy setting is necessary to achieve the best possible utility for a given privacy budget using differentially private stochastic gradient descent (DP-SGD)(Tramer and Boneh 2020; Cheng et al. 2022).
no code implementations • 11 Apr 2022 • Tanmay Chakraborty, Utkarsh Trehan, Khawla Mallat, Jean-Luc Dugelay
The drawback of this method is that it cannot be used to generalize CNN behaviour.
2 code implementations • 1 Apr 2021 • Tanmay Chakraborty, Utkarsh Trehan
In this article, we propose SpectralNET, a wavelet CNN, which is a variation of 2D CNN for multi-resolution HSI classification.
Ranked #1 on Hyperspectral Image Classification on Salinas Scene