We design new differentially private algorithms for the problems of adversarial bandits and bandits with expert advice. For adversarial bandits, we give a simple and efficient conversion of any non-private bandit algorithms to private bandit algorithms. Instantiating our conversion with existing non-private bandit algorithms gives a regret upper bound of O(KTε)Oleft(frac{sqrt{KT}}{sqrt{varepsilon}}right)O(εKT), improving upon the existing …
This post is co-written with Shashank Saraogi, Nat Gale, and Durran Kelly from INRIX. The complexity of modern traffic management extends far beyond mere road monitoring, encompassing massive amounts of data collected worldwide from connected cars, mobile devices, roadway sensors, and major event monitoring systems. For transportation authorities managing urban, suburban, and rural traffic flow, …
Read more “How INRIX accelerates transportation planning with Amazon Bedrock”
Anthem will disappear in early 2026. The move comes as consumer group Stop Killing Video Games fights to preserve similar online service games.
Researchers have developed a technique that significantly improves the performance of large language models without increasing the computational power necessary to fine-tune the models. The researchers demonstrated that their technique improves the performance of these models over previous techniques in tasks including commonsense reasoning, arithmetic reasoning, instruction following, code generation, and visual recognition.
I was looking online on the best face swap ai around in comfyui, I stumbled upon InstantID & ReActor as the best 2 for now. I was comparing between both. InstantID is better quality, more flexible results. It excels at preserving a person’s identity while adapting it to various styles and poses, even from a …
Event-driven multi-agent systems are a practical architecture for working with imperfect tools in a structured way.Read More
Plug into free HD TV with these convenient and affordable indoor antennas.
Oblivious to the punishing midday heat, a wheeled robot powered by the sun and infused with artificial intelligence carefully combs a cotton field in California, plucking out weeds.
I wanted to provide a detailed timeline of recent events concerning bghira, the creator of the popular LoRA training tool, Simpletuner. Things have escalated quickly, and I believe the community deserves to be aware of the full situation. TL;DR: The creator of Simpletuner, bghira, began mass-reporting NotSFW LoRAs on Hugging Face. When called out, he …
Read more “Full Breakdown: The bghira/Simpletuner Situation”
DOGE cut hundreds of jobs at the NWS, but experts who spoke to WIRED say the agency accurately predicted the state’s weekend flood risk.