Gods and Robots In this episode of the podcast we shake things up! Neil is on the guest side of the table with his partner Rabbi Laura Janner-Klausner to discuss their upcoming project Gods and Robots. Katherine is joined on the host side by friend of the show professor Michael Littman. See... See More Episodes arXiv Whitepapers Towards User Guided Actionable Recourse Machine Learning's proliferation in critical fields such as healthcare, banking, and criminal justice has motivated the creation of tools which ensure trust and transparency in ML models. One such tool is Actionable Recourse (AR) for negatively impacted users. AR describes recommendations of cost... The Full Landscape of Robust Mean Testing: Sharp Separations between Oblivious and Adaptive Contamination We consider the question of Gaussian mean testing, a fundamental task in high-dimensional distribution testing and signal processing, subject to adversarial corruptions of the samples. We focus on the relative power of different adversaries, and show that, in contrast to the common wisdom in robust... Mind your Language (Model): Fact-Checking LLMs and their Role in NLP Research and Practice Much of the recent discourse within the NLP research community has been centered around Large Language Models (LLMs), their functionality and potential -- yet not only do we not have a working definition of LLMs, but much of this discourse relies on claims and assumptions that are worth re-examining... More featured content News Articles Deep Learning-based Real-time Video Processing Saving and loading models in TensorFlow — why it is important and how to do it Stay in the loop. Subscribe to our newsletter for a weekly update on the latest podcast, news, events, and jobs postings. E-mail Leave this field blank Helping robots collaborate to get the job done Getting Started with 5 Essential Natural Language Processing Libraries New system cleans messy data tables automatically Generating Beautiful Neural Network Visualizations Data Compression via Dimensionality Reduction: 3 Main Methods Toward deep-learning models that can reason about code more like humans ‘Can I see your parts list?’ What AI’s attempted chat-up lines tell us about computer-generated language R or Python? Why Not Both? More news