Zobrazeno 1 - 10
of 303 345
pro vyhledávání: '"science of learning"'
In this article, we introduce \textsf{LASER} (Locally Adaptive Smoothing Estimator for Regression), a computationally efficient locally adaptive nonparametric regression method that performs variable bandwidth local polynomial regression. We prove th
Externí odkaz:
http://arxiv.org/abs/2412.19802
Autor:
Balashankar, Ananth, Sun, Ziteng, Berant, Jonathan, Eisenstein, Jacob, Collins, Michael, Hutter, Adrian, Lee, Jong, Nagpal, Chirag, Prost, Flavien, Sinha, Aradhana, Suresh, and Ananda Theertha, Beirami, Ahmad
Language model alignment has become a critical step in training modern generative language models. The goal of alignment is to finetune a reference model such that the win rate of a sample from the aligned model over a sample from the reference model
Externí odkaz:
http://arxiv.org/abs/2412.19792
Autor:
Gardiner, John, Lopez-Piqueres, Javier
Tensor networks are a tool first employed in the context of many-body quantum physics that now have a wide range of uses across the computational sciences, from numerical methods to machine learning. Methods integrating tensor networks into evolution
Externí odkaz:
http://arxiv.org/abs/2412.19780
Autor:
Daniels, Cassandra, Khan, Koffka
This research investigates the performance of various machine learning algorithms (CNN, LSTM, VADER, and RoBERTa) for sentiment analysis of Twitter data related to imported food items in Trinidad and Tobago. The study addresses three primary research
Externí odkaz:
http://arxiv.org/abs/2412.19781
Autor:
Rich, Richard, Diaz, Ernesto
Understanding factors contributing to premature mortality is critical for public health planning. This study examines the relationships between premature death rates and multiple risk factors across several Texas counties, utilizing EPA air quality d
Externí odkaz:
http://arxiv.org/abs/2412.19774
Autor:
Mirjanić, Viktor, Mishra, Challenger
Ever since Yau's non-constructive existence proof of Ricci-flat metrics on Calabi-Yau manifolds, finding their explicit construction remains a major obstacle to development of both string theory and algebraic geometry. Recent computational approaches
Externí odkaz:
http://arxiv.org/abs/2412.19778
Migrating Fortran code to C++ is a common task for many scientific computing teams, driven by the need to leverage modern programming paradigms, enhance cross-platform compatibility, and improve maintainability. Automating this translation process us
Externí odkaz:
http://arxiv.org/abs/2412.19770
This work demonstrates universal dynamic perching capabilities for quadrotors of various sizes and on surfaces with different orientations. By employing a non-dimensionalization framework and deep reinforcement learning, we systematically assessed ho
Externí odkaz:
http://arxiv.org/abs/2412.19765
Adversarial attacks exploit the vulnerabilities of convolutional neural networks by introducing imperceptible perturbations that lead to misclassifications, exposing weaknesses in feature representations and decision boundaries. This paper presents a
Externí odkaz:
http://arxiv.org/abs/2412.19747
Autor:
Bouchabou, Damien, Nguyen, Sao Mai
Within the evolving landscape of smart homes, the precise recognition of daily living activities using ambient sensor data stands paramount. This paper not only aims to bolster existing algorithms by evaluating two distinct pretrained embeddings suit
Externí odkaz:
http://arxiv.org/abs/2412.19732