Search Results for author: Max Ruiz Luyten

Found 3 papers, 1 papers with code

Risk-Sensitive Diffusion for Perturbation-Robust Optimization

no code implementations3 Feb 2024 Yangming Li, Max Ruiz Luyten, Mihaela van der Schaar

The essence of score-based generative models (SGM) is to optimize a score-based model towards the score function.

Image Generation Time Series

L2MAC: Large Language Model Automatic Computer for Extensive Code Generation

2 code implementations2 Oct 2023 Samuel Holt, Max Ruiz Luyten, Mihaela van der Schaar

Transformer-based large language models (LLMs) are constrained by the fixed context window of the underlying transformer architecture, hindering their ability to produce long and coherent outputs.

Code Generation Language Modelling +1

Transfer Learning with Kernel Methods

no code implementations1 Nov 2022 Adityanarayanan Radhakrishnan, Max Ruiz Luyten, Neha Prasad, Caroline Uhler

In this work, we propose a transfer learning framework for kernel methods by projecting and translating the source model to the target task.

Image Classification Transfer Learning

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