by instadatahelp | Aug 30, 2023 | AI Blogs
GFlowNet Foundations Yoshua Bengio, Salem Lahlou, Tristan Deleu, Edward J. Hu, Mo Tiwari, Emmanuel Bengio; 24(210):1−55, 2023. Abstract This paper presents additional theoretical properties of Generative Flow Networks (GFlowNets), a method introduced for sampling...
by instadatahelp | Aug 30, 2023 | AI Blogs
arXivLabs is a platform where collaborators can create and share new features for the arXiv website. Both individuals and organizations that work with arXivLabs share our values of openness, community, excellence, and user data privacy. We only collaborate with...
by instadatahelp | Aug 30, 2023 | AI Blogs
Simultaneous or Repeated Greedy: How Do You Want Your Greedy? Moran Feldman, Christopher Harshaw, Amin Karbasi; 24(72):1−87, 2023. Abstract In this paper, we introduce SimultaneousGreedys, a deterministic algorithm for constrained submodular maximization. The...
by instadatahelp | Aug 30, 2023 | AI Blogs
Our paper introduces Neural Adaptive Smoothing via Twisting (NAS-X), a novel approach for learning and inference in sequential latent variable models using reweighted wake-sleep (RWS). NAS-X is designed to handle both discrete and continuous latent variables and...
by instadatahelp | Aug 30, 2023 | AI Blogs
QnABot on AWS is an open-source chatbot solution powered by Amazon Lex. It is designed to provide conversational AI capabilities across multiple channels and languages, allowing businesses to deploy self-service chatbots in their contact centers, websites, and social...
by instadatahelp | Aug 30, 2023 | AI Blogs
Entropic Fictitious Play for Mean Field Optimization Problem By Fan Chen, Zhenjie Ren, and Songbo Wang; Volume 24, Issue 211, Pages 1-36, 2023. Abstract This study focuses on the mean field limit of two-layer neural networks, where the number of neurons tends to...
