Abstract: A fixed-to-fixed (F2F) length distribution matching (DM) based on Huffman coding and a random transformation of the input sequence is presented. The proposed algorithm necessitates small ...

In this tutorial, we build a fully stateful personal tutor agent that moves beyond short-lived chat interactions and learns continuously over time. We design the system to persist user preferences, ...

Has AI coding reached a tipping point? That seems to be the case for Spotify at least, which shared this week during its fourth-quarter earnings call that the best developers at the company “have not ...

We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...

AMSEL (green) adapts to the test distribution's bias level (x-axis), outperforming fixed methods like ERM (blue) and DFR (orange) which excel only at the extremes. Should a model be forced to ignore a ...

Abstract: As Internet of Things (IoT) deployments expand, the development of sustainable and intelligent communication architectures is critical for managing large-scale device integration and high ...

Talking at Cisco’s AI Summit in San Francisco on February 3, Nvidia CEO Jensen Huang made that pithy observation to sum up the phenomenon of people using AI coding tools to simply describe in plain ...