Канал: Mukul Rathi

Why I Chose Industry over a PhD

Why I Chose Industry over a PhD

Attacks on Neural Networks EXPLAINED

Attacks on Neural Networks EXPLAINED

Advances and Open Problems in Federated Learning | Paper Explained

Advances and Open Problems in Federated Learning | Paper Explained

Intro to Explainable AI

Intro to Explainable AI

Fixing Gender Bias in Google Translate (Bias in Neural Machine Translation)

Fixing Gender Bias in Google Translate (Bias in Neural Machine Translation)

Confidential and Private Collaborative Learning (CaPC)

Confidential and Private Collaborative Learning (CaPC)

Privacy-preserving ML with PATE

Privacy-preserving ML with PATE

Does debiasing word embeddings actually work? (+ explanation of GN-GloVe, Hard-debiasing)

Does debiasing word embeddings actually work? (+ explanation of GN-GloVe, Hard-debiasing)

Counterfactuals - the solution to fairness and explainability?

Counterfactuals - the solution to fairness and explainability?

What constitutes dataset bias? (and what can we do about it?)

What constitutes dataset bias? (and what can we do about it?)

Federated Learning EXPLAINED (Tutorial + Research + Frameworks)

Federated Learning EXPLAINED (Tutorial + Research + Frameworks)

Deep Learning with Differential Privacy (DP-SGD explained)

Deep Learning with Differential Privacy (DP-SGD explained)