Examining the rates at which the brain's nerve cells process information.
Roxana Zeraati, Anna Levina, Jakob H. Macke
― 10 min read
Computer Science - Machine Learning
RSSIntroducing a pooling operator that maintains data integrity while improving computation speed.
T. Snelleman, B. M. Renting, H. H. Hoos
― 5 min read
A look at how conformal prediction improves uncertainty quantification in biology.
Alberto Portela, Julio R. Banga, Marcos Matabuena
― 8 min read
Examining how 2D and 3D gestures affect virtual character communication.
Téo Guichoux, Laure Soulier, Nicolas Obin
― 7 min read
Examining the role and accuracy of LLMs in legal research.
Rajaa El Hamdani, Thomas Bonald, Fragkiskos Malliaros
― 5 min read
A look into methods for accurately estimating covariance matrix distances.
Roberto Pereira, Xavier Mestre, Davig Gregoratti
― 6 min read
This article examines how LLMs can identify missing variables in scientific research.
Ivaxi Sheth, Sahar Abdelnabi, Mario Fritz
― 6 min read
A method using VAEs enhances anomaly detection in Intrusion Detection Systems.
Ioannis Pitsiorlas, George Arvanitakis, Marios Kountouris
― 6 min read
Study explores LSTM networks for better internet traffic forecasting.
Sajal Saha, Anwar Haque, Greg Sidebottom
― 6 min read
A new model enhances the accuracy of internet traffic forecasting.
Sajal Saha, Saikat Das, Glaucio H. S. Carvalho
― 5 min read
A new framework improves IoT device security using advanced methods.
Sudipto Baral, Sajal Saha, Anwar Haque
― 5 min read
A new method enhances data cleaning for underwater mapping tools.
Li Ling, Yiping Xie, Nils Bore
― 6 min read
New technique enhances network analysis using approximate equitable partitions.
Giuseppe Squillace, Mirco Tribastone, Max Tschaikowski
― 5 min read
New methods improve high-level synthesis through efficient design space exploration.
Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding
― 5 min read
Explore how the brain processes information, memories, and emotions.
Volker Tresp, Hang Li
― 7 min read
Examining how improvements in decision trees can enhance coding theory methods.
Caleb Koch, Carmen Strassle, Li-Yang Tan
― 5 min read
A new method improves time series analysis using symbolic regression and tree search techniques.
Yi Xie, Tianyu Qiu, Yun Xiong
― 5 min read
A method to update large language models efficiently and accurately.
Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das
― 6 min read
A new method improves the safety of autonomous vehicles in risky scenarios.
Xuan Cai, Zhiyong Cui, Xuesong Bai
― 5 min read
This article explains methods for estimating causal effects in networks with hidden variables.
Anna Guo, Razieh Nabi
― 5 min read
Key steps for preparing and submitting conference papers effectively.
Julia Buhmann, Ward Haddadin, Lukáš Pravda
― 5 min read
CARAML offers a new way to assess AI hardware efficiency in machine learning tasks.
Chelsea Maria John, Stepan Nassyr, Carolin Penke
― 5 min read
GdVAE offers clear explanations for machine learning decisions, enhancing trust and accountability.
Anselm Haselhoff, Kevin Trelenberg, Fabian Küppers
― 6 min read
A new method improves wireless signal predictions using machine learning techniques.
Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis
― 4 min read
This model improves analysis of unevenly spaced time-based data across various fields.
Sheng Cheng, Deqian Kong, Jianwen Xie
― 6 min read
A look into the learning and manipulation of time series models.
Michał Wiliński, Mononito Goswami, Nina Żukowska
― 5 min read
Exploring Reverse Preference Attacks and their impact on model safety.
Domenic Rosati, Giles Edkins, Harsh Raj
― 5 min read
Utilizing smaller models to expedite training of larger language models.
Mohammad Samragh, Iman Mirzadeh, Keivan Alizadeh Vahid
― 5 min read
Enhancing translation accuracy for e-commerce product titles using innovative methods.
Bryan Zhang, Taichi Nakatani, Stephan Walter
― 5 min read
Using large language models to simplify feedback in reinforcement learning.
Eduardo Pignatelli, Johan Ferret, Tim Rockäschel
― 6 min read
Exploring greedy and optimal methods for training decision trees in machine learning.
Jacobus G. M. van der Linden, Daniël Vos, Mathijs M. de Weerdt
― 5 min read
Combining neural and diffusion models improves accuracy in turbulence predictions.
Vivek Oommen, Aniruddha Bora, Zhen Zhang
― 6 min read
A look at how neural networks learn and adapt over time.
Christian Schmid, James M. Murray
― 5 min read
Scientists use machine learning to optimize material synthesis and improve efficiency.
Christopher C. Price, Yansong Li, Guanyu Zhou
― 4 min read
PromSec optimizes prompts for generating secure and functional code with LLMs.
Mahmoud Nazzal, Issa Khalil, Abdallah Khreishah
― 7 min read
A method to enhance machine learning models dealing with corrupted data.
Arvind Rathnashyam, Alex Gittens
― 5 min read
A method to measure fairness and uncertainty in decision-making processes.
Manh Khoi Duong, Stefan Conrad
― 6 min read
A look into managing inventory when demand is unpredictable.
Zhuoxin Chen, Will Ma
― 5 min read
Michelangelo evaluates language models on their ability to reason through long contexts.
Kiran Vodrahalli, Santiago Ontanon, Nilesh Tripuraneni
― 4 min read
A new method improves understanding of clustering results through counterfactual explanations.
Aurora Spagnol, Kacper Sokol, Pietro Barbiero
― 8 min read