Learning Elastic Costs to Shape Monge Displacements
Given a source and a target probability measure supported on Rdmathbb{R}^dRd, the Monge problem aims for the most efficient way…
Category: Machine Learning
Speed up your AI inference workloads with new NVIDIA-powered capabilities in Amazon SageMaker
This post is co-written with Abhishek Sawarkar, Eliuth Triana, Jiahong Liu and Kshitiz Gupta from NVIDIA. At re:Invent 2024, we…
Demystifying Ensemble Methods: Boosting, Bagging, and Stacking Explained
Demystifying Ensemble Methods: Boosting, Bagging, and Stacking ExplainedImage by Editor | Ideogram Unity makes strength. This well-known motto perfectly captures…
Private Online Learning via Lazy Algorithms
We study the problem of private online learning, specifically, online prediction from experts (OPE) and online convex optimization (OCO). We…
Easily deploy and manage hundreds of LoRA adapters with SageMaker efficient multi-adapter inference
The new efficient multi-adapter inference feature of Amazon SageMaker unlocks exciting possibilities for customers using fine-tuned models. This capability integrates…
5 Free Courses for Mastering LLMs
5 Free Courses for Mastering LLMsImage by Editor | Midjourney Without any doubt, Large Language Models (LLMs) have emerged as…
Speech is More Than Words: Do Speech-to-Text Translation Systems Leverage Prosody?
This paper was accepted at the Ninth Conference on Machine Translation (WMT24) at EMNLP 2024. The prosody of a spoken…
Unleash your Salesforce data using the Amazon Q Salesforce Online connector
Thousands of companies worldwide use Salesforce to manage their sales, marketing, customer service, and other business operations. The Salesforce cloud-based…
The Beginner’s Guide to Natural Language Processing with Python
The Beginner’s Guide to Natural Language Processing with PythonImage by Author | Created on Canva Learning natural language processing can…
Multimodal Autoregressive Pre-Training of Large Vision Encoders
*Equal Contributors A dominant paradigm in large multimodal models is to pair a large language de- coder with a vision…