Computer Science - Machine Learning

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Machine Learning Using Conformal Prediction in Biological Systems

A look at how conformal prediction improves uncertainty quantification in biology.

Alberto Portela, Julio R. Banga, Marcos Matabuena

2025-06-09T19:37:52+00:00 ― 8 min read

Latest Articles

Machine Learning Improving Internet Traffic Predictions with LSTM Models

Study explores LSTM networks for better internet traffic forecasting.

Sajal Saha, Anwar Haque, Greg Sidebottom

2025-06-09T16:56:12+00:00 ― 6 min read

Machine Learning Improving Internet Traffic Predictions with ConvLSTMTransNet

A new model enhances the accuracy of internet traffic forecasting.

Sajal Saha, Saikat Das, Glaucio H. S. Carvalho

2025-06-09T16:40:24+00:00 ― 5 min read

Machine Learning Enhancing IoT Security with Advanced Framework

A new framework improves IoT device security using advanced methods.

Sudipto Baral, Sajal Saha, Anwar Haque

2025-06-09T16:24:36+00:00 ― 5 min read

Machine Learning Improving Seafloor Mapping with Score-Based Networks

A new method enhances data cleaning for underwater mapping tools.

Li Ling, Yiping Xie, Nils Bore

2025-06-09T15:29:18+00:00 ― 6 min read

Social and Information Networks Innovative Method for Network Embedding

New technique enhances network analysis using approximate equitable partitions.

Giuseppe Squillace, Mirco Tribastone, Max Tschaikowski

2025-06-09T15:26:05+00:00 ― 5 min read

Machine Learning Advancing Hardware Design with Machine Learning Techniques

New methods improve high-level synthesis through efficient design space exploration.

Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding

2025-06-09T15:13:30+00:00 ― 5 min read

Artificial Intelligence Understanding the Brain's Processes and Functions

Explore how the brain processes information, memories, and emotions.

Volker Tresp, Hang Li

2025-06-09T15:11:48+00:00 ― 7 min read

Computational Complexity Connecting Decision Trees and Coding Theory

Examining how improvements in decision trees can enhance coding theory methods.

Caleb Koch, Carmen Strassle, Li-Yang Tan

2025-06-09T14:34:00+00:00 ― 5 min read

Machine Learning Advancing Time Series Analysis with NEMoTS

A new method improves time series analysis using symbolic regression and tree search techniques.

Yi Xie, Tianyu Qiu, Yun Xiong

2025-06-09T13:47:24+00:00 ― 5 min read

Computation and Language Introducing LLM Surgery: A New Approach for Language Models

A method to update large language models efficiently and accurately.

Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das

2025-06-09T13:22:54+00:00 ― 6 min read

Machine Learning Enhancing Safety in Autonomous Vehicles with VCAT

A new method improves the safety of autonomous vehicles in risky scenarios.

Xuan Cai, Zhiyong Cui, Xuesong Bai

2025-06-09T12:59:12+00:00 ― 5 min read

Methodology Estimating Causal Effects in Complex Networks

This article explains methods for estimating causal effects in networks with hidden variables.

Anna Guo, Razieh Nabi

2025-06-09T12:57:20+00:00 ― 5 min read

Machine Learning Essential Guidelines for Conference Paper Preparation

Key steps for preparing and submitting conference papers effectively.

Julia Buhmann, Ward Haddadin, Lukáš Pravda

2025-06-09T12:51:18+00:00 ― 5 min read

Hardware Architecture Benchmarking AI Hardware Performance with CARAML

CARAML offers a new way to assess AI hardware efficiency in machine learning tasks.

Chelsea Maria John, Stepan Nassyr, Carolin Penke

2025-06-09T12:43:24+00:00 ― 5 min read

Computer Vision and Pattern Recognition Understanding Decisions with GdVAE

GdVAE offers clear explanations for machine learning decisions, enhancing trust and accountability.

Anselm Haselhoff, Kevin Trelenberg, Fabian Küppers

2025-06-09T12:11:48+00:00 ― 6 min read

Machine Learning Advancements in Wireless Signal Analysis

A new method improves wireless signal predictions using machine learning techniques.

Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis

2025-06-09T12:11:45+00:00 ― 4 min read

Machine Learning A New Model for Analyzing Time-Based Data

This model improves analysis of unevenly spaced time-based data across various fields.

Sheng Cheng, Deqian Kong, Jianwen Xie

2025-06-09T11:17:12+00:00 ― 6 min read

Machine Learning Understanding Time Series Foundation Models

A look into the learning and manipulation of time series models.

Michał Wiliński, Mononito Goswami, Nina Żukowska

2025-06-09T11:16:30+00:00 ― 5 min read

Machine Learning Addressing Risks in Large Language Models

Exploring Reverse Preference Attacks and their impact on model safety.

Domenic Rosati, Giles Edkins, Harsh Raj

2025-06-09T11:08:36+00:00 ― 5 min read

Computation and Language Boosting Large Language Models with Smaller Ones

Utilizing smaller models to expedite training of larger language models.

Mohammad Samragh, Iman Mirzadeh, Keivan Alizadeh Vahid

2025-06-09T10:52:48+00:00 ― 5 min read

Computation and Language Improving E-Commerce Product Title Translations

Enhancing translation accuracy for e-commerce product titles using innovative methods.

Bryan Zhang, Taichi Nakatani, Stephan Walter

2025-06-09T10:37:00+00:00 ― 5 min read

Machine Learning Automating Credit Assignment in Reinforcement Learning with LLMs

Using large language models to simplify feedback in reinforcement learning.

Eduardo Pignatelli, Johan Ferret, Tim Rockäschel

2025-06-09T09:49:36+00:00 ― 6 min read

Machine Learning A Comparative Study of Decision Tree Approaches

Exploring greedy and optimal methods for training decision trees in machine learning.

Jacobus G. M. van der Linden, Daniël Vos, Mathijs M. de Weerdt

2025-06-09T09:41:42+00:00 ― 5 min read

Machine Learning Advancements in Turbulence Modeling Using Neural Operators and Diffusion Models

Combining neural and diffusion models improves accuracy in turbulence predictions.

Vivek Oommen, Aniruddha Bora, Zhen Zhang

2025-06-09T09:39:03+00:00 ― 6 min read

Machine Learning Understanding Learning Dynamics in Neural Networks

A look at how neural networks learn and adapt over time.

Christian Schmid, James M. Murray

2025-06-09T09:37:04+00:00 ― 5 min read

Materials Science Machine Learning in Material Creation

Scientists use machine learning to optimize material synthesis and improve efficiency.

Christopher C. Price, Yansong Li, Guanyu Zhou

2025-06-09T08:59:48+00:00 ― 4 min read

Software Engineering Enhancing Security in Code Generation with PromSec

PromSec optimizes prompts for generating secure and functional code with LLMs.

Mahmoud Nazzal, Issa Khalil, Abdallah Khreishah

2025-06-09T08:54:18+00:00 ― 7 min read

Machine Learning Improving Machine Learning with Iterative Thresholding

A method to enhance machine learning models dealing with corrupted data.

Arvind Rathnashyam, Alex Gittens

2025-06-09T08:47:00+00:00 ― 5 min read

Machine Learning Assessing Fairness: A New Approach

A method to measure fairness and uncertainty in decision-making processes.

Manh Khoi Duong, Stefan Conrad

2025-06-09T08:30:36+00:00 ― 6 min read

Machine Learning The Newsvendor Problem: Inventory Decisions Under Uncertainty

A look into managing inventory when demand is unpredictable.

Zhuoxin Chen, Will Ma

2025-06-09T07:56:56+00:00 ― 5 min read

Computation and Language Introducing Michelangelo: A New Evaluation for Language Models

Michelangelo evaluates language models on their ability to reason through long contexts.

Kiran Vodrahalli, Santiago Ontanon, Nilesh Tripuraneni

2025-06-09T07:51:06+00:00 ― 4 min read

Machine Learning Enhancing Trust in Clustering with Counterfactual Explanations

A new method improves understanding of clustering results through counterfactual explanations.

Aurora Spagnol, Kacper Sokol, Pietro Barbiero

2025-06-09T07:35:18+00:00 ― 8 min read

Machine Learning Advancing Sustainability with Green Federated Learning

Exploring how federated learning enhances AI efficiency and privacy.

Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino

2025-06-09T07:27:24+00:00 ― 8 min read

Audio and Speech Processing Advancements in Speech Recognition Through Human-Like Thinking

A new framework enhances speech recognition by modeling sound relationships effectively.

Zheng Nan, Ting Dang, Vidhyasaharan Sethu

2025-06-09T07:20:15+00:00 ― 4 min read

Machine Learning Navigating Uncertainty in Business Decisions

Strategies for making smarter choices under uncertain conditions.

Charita Dellaporta, Patrick O'Hara, Theodoros Damoulas

2025-06-09T07:06:52+00:00 ― 5 min read

Computation and Language Improving LLM Interactions with Iteration of Thought

A new framework enhances how language models engage through iterative prompts.

Santosh Kumar Radha, Yasamin Nouri Jelyani, Ara Ghukasyan

2025-06-09T07:03:42+00:00 ― 8 min read

Machine Learning Advancing Clustering Techniques for Complex Data

Introducing HEDGTC for improved analysis of spatiotemporal data.

Francis Ndikum Nji, Omar Faruque, Mostafa Cham

2025-06-09T06:47:54+00:00 ― 6 min read

Machine Learning Enhancing Privacy with Federated Learning and Deep Transfer Hashing

This article discusses privacy-focused data methods using federated learning and deep transfer hashing.

Manuel Röder, Frank-Michael Schleif

2025-06-09T06:32:06+00:00 ― 5 min read

Machine Learning Addressing Challenges in Reinforcement Learning with Robust Q-Learning

Improving Q-learning performance amid corrupted feedback in real-world applications.

Sreejeet Maity, Aritra Mitra

2025-06-09T06:16:48+00:00 ― 6 min read

Machine Learning Distributed Neural Networks for Eigenvalue Computation

A novel method using neural networks to compute eigenvalues in large matrices.

Ronald Katende

2025-06-09T05:44:00+00:00 ― 5 min read