Computer Science - Machine Learning

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Computation and Language Streamlining Language Models for Efficiency

Reducing language model size without losing intelligence.

Sreeram Vennam, Anish Joishy, Ponnurangam Kumaraguru

2025-05-26T09:35:33+00:00 ― 6 min read

Computers and Society Ensuring Accuracy: The Role of Audits in Healthcare Language Models

Regular audits make healthcare language models reliable for patient care.

Lovedeep Gondara, Jonathan Simkin

2025-05-26T09:09:27+00:00 ― 7 min read

Cryptography and Security Balancing AI Efficiency with Environmental Responsibility

This paper examines energy-efficient approaches for AI in cybersecurity.

Pedro Pereira, Paulo Mendes, João Vitorino

2025-05-26T08:43:21+00:00 ― 7 min read

Machine Learning Balancing Classifiers: The Art of Consensus

Discover the importance of classifier disagreement in improving model performance.

Hyunsuk Kim, Liam Hodgkinson, Ryan Theisen

2025-05-26T08:28:36+00:00 ― 7 min read

Robotics Virtual Reality Control: The Future of Robots

Scientists use VR to operate robots from afar, making tasks easier.

Steven Jens Jorgensen, Ravi Bhadeshiya

2025-05-26T07:51:09+00:00 ― 6 min read

Applications Using Machine Learning to Predict Mortality in Older Adults

This study examines mortality prediction in older adults using a 1D-CNN model.

Marjan Qazvini

2025-05-26T07:05:58+00:00 ― 8 min read

Machine Learning Introducing FM-TS: A New Era in Time Series Generation

FM-TS simplifies time series generation with speed and efficiency.

Yang Hu, Xiao Wang, Lirong Wu

2025-05-26T06:45:54+00:00 ― 8 min read

Machine Learning Fuzzy Graph Attention Networks: Improving Link Prediction

FGAT offers a smarter way to predict connections in complex networks.

Jinming Xing, Ruilin Xing

2025-05-26T06:06:45+00:00 ― 6 min read

Machine Learning OneProt: Advancing Protein Research with Multi-Modal Data

OneProt combines various data types to enhance protein research efficiency.

Klemens Flöge, Srisruthi Udayakumar, Johanna Sommer

2025-05-26T06:04:20+00:00 ― 7 min read

Applications Predicting Non-Responses in ELSA COVID-19 Study

Using machine learning to analyze survey non-responses in older adults during the pandemic.

Marjan Qazvini

2025-05-26T05:43:20+00:00 ― 6 min read

Statistical Mechanics Machine Learning and Duality in Physics

Discover how machine learning reveals dual descriptions in lattice models.

Andrea E. V. Ferrari, Prateek Gupta, Nabil Iqbal

2025-05-26T05:42:06+00:00 ― 6 min read

Multiagent Systems BudgetMLAgent: A Collaborative Approach to Machine Learning

BudgetMLAgent combines small models for cost-effective machine learning solutions.

Shubham Gandhi, Manasi Patwardhan, Lovekesh Vig

2025-05-26T05:01:30+00:00 ― 7 min read

Machine Learning Understanding Deep Learning: Simplifying the Complex

A look at deep learning behaviors and their explanations.

Alan Jeffares, Alicia Curth, Mihaela van der Schaar

2025-05-26T04:20:42+00:00 ― 6 min read

Machine Learning Innovative Approaches in Data Clustering Techniques

A new method improves data clustering efficiency and accuracy.

Kira M. Düsterwald, Samo Hromadka, Makoto Yamada

2025-05-26T03:56:15+00:00 ― 7 min read

Machine Learning Addressing Noisy Labels in Federated Learning with ClipFL

ClipFL enhances federated learning by removing noisy devices for better performance.

Mahdi Morafah, Hojin Chang, Chen Chen

2025-05-26T03:04:03+00:00 ― 7 min read

Machine Learning Navigating Complex Systems Through Interventions

A look at how interventions clarify complex data relationships across fields.

Abhinav Kumar, Kirankumar Shiragur, Caroline Uhler

2025-05-26T02:58:04+00:00 ― 5 min read

Multiagent Systems Understanding Collective Decision-Making in Complex Games

A look at how agents collaborate and adapt in decision-making scenarios.

Jaime Ruiz-Serra, Patrick Sweeney, Michael S. Harré

2025-05-26T02:11:51+00:00 ― 5 min read

Machine Learning Navigating the Challenges of Label Noise in Machine Learning

Learn how to tackle label noise in machine learning for better accuracy.

Yilun Zhu, Jianxin Zhang, Aditya Gangrade

2025-05-26T01:35:26+00:00 ― 8 min read

Machine Learning Warmstarting: A Smart Approach to Training Language Models

Using smaller models to speed up training for larger language models.

Neeratyoy Mallik, Maciej Janowski, Johannes Hog

2025-05-26T01:19:39+00:00 ― 7 min read

Quantitative Methods New Model Predicts Effective Cancer Drug Combinations

A computer model improves predictions for cancer drug combinations, enhancing treatment plans.

Zachary Schwehr

2025-05-26T01:18:40+00:00 ― 6 min read

Computation and Language Bias in Travel Stories and Recommendations

Investigating how wealth influences language models in travel narratives.

Kirti Bhagat, Kinshuk Vasisht, Danish Pruthi

2025-05-26T00:40:30+00:00 ― 7 min read

Machine Learning Improving Synthetic Patient Data with Reinforcement Learning

A new method enhances synthetic data generation for clinical trials while ensuring privacy.

Trisha Das, Zifeng Wang, Afrah Shafquat

2025-05-26T00:27:27+00:00 ― 9 min read

Machine Learning Federated Learning and GNNs: A New Way to Assess Stroke Severity

Combining federated learning and GNNs for improved stroke assessment while ensuring patient privacy.

Andrea Protani, Lorenzo Giusti, Albert Sund Aillet

2025-05-26T00:18:09+00:00 ― 6 min read

Machine Learning Strengthening User Security with Autoencoders

Autoencoders enhance the detection of unusual user behavior in Okta logs.

Jericho Cain, Hayden Beadles, Karthik Venkatesan

2025-05-26T00:14:24+00:00 ― 7 min read

Multiagent Systems Merit-Based Sortition in Decentralized Systems

A fair method to choose participants based on performance.

J. M. Diederik Kruijssen, Renata Valieva, Kenneth Peluso

2025-05-26T00:01:21+00:00 ― 7 min read

Robotics Improving Video Models for Robot Learning

A new method helps robots learn actions from videos without a lot of data.

Yunhao Luo, Yilun Du

2025-05-25T22:43:03+00:00 ― 6 min read

Machine Learning Feature Selection: The Key to Smart Data Use

Learn how to choose important data for better results.

Fuwei Li

2025-05-25T22:16:57+00:00 ― 6 min read

Machine Learning Comparing Methods to Guide AI Behavior

A study on two approaches to improve AI's performance in language tasks.

Madeline Brumley, Joe Kwon, David Krueger

2025-05-25T22:03:54+00:00 ― 5 min read

Machine Learning Revolutionizing Population Health Insights with PDFM

A new model enhances understanding of population dynamics and health issues.

Mohit Agarwal, Mimi Sun, Chaitanya Kamath

2025-05-25T21:50:51+00:00 ― 6 min read

Machine Learning Teaching Robots: A New Approach to Learning

Introducing gradual fine-tuning for smarter robot learning without extensive labels.

Yao Ma, Samuel Louvan, Zhunxuan Wang

2025-05-25T20:58:39+00:00 ― 6 min read

Machine Learning Federated Learning: A Collaborative Approach to Private Machine Learning

A new method blends efficiency and accuracy in Federated Learning.

Youssef Allouah, Akash Dhasade, Rachid Guerraoui

2025-05-25T20:19:30+00:00 ― 6 min read

Information Theory Improving Communication Through Receiver-Centric Systems

A new system enhances communication by focusing on receiver needs.

Xunze Liu, Yifei Sun, Zhaorui Wang

2025-05-25T19:41:09+00:00 ― 5 min read

Computer Vision and Pattern Recognition Transform Text into Stunning Images with Edify Image

Experience the magic of creating images from simple text descriptions.

NVIDIA, Yuval Atzmon, Maciej Bala

2025-05-25T19:14:15+00:00 ― 6 min read

Cryptography and Security Understanding TinyML and Its Security Challenges

Explore the rise of TinyML and the security issues it faces.

Jacob Huckelberry, Yuke Zhang, Allison Sansone

2025-05-25T18:35:06+00:00 ― 5 min read

Artificial Intelligence CLEM: A New Ally in Threat Hunting

CLEM helps threat hunters detect unusual activities in cyber networks.

Alaric Hartsock, Luiz Manella Pereira, Glenn Fink

2025-05-25T17:55:57+00:00 ― 7 min read

Machine Learning Improving Wind Turbine Fault Diagnosis

A new approach enhances fault diagnosis in wind turbines, ensuring reliable energy production.

Kenan Weber, Christine Preisach

2025-05-25T17:37:14+00:00 ― 6 min read

Machine Learning Decoding Induction in Large Language Models

Researchers investigate how large language models predict sequences using induction.

Niclas Luick

2025-05-25T17:16:48+00:00 ― 6 min read

Machine Learning Streamlining Language Models: The Future of Pruning Techniques

A new way to make language models lighter without losing performance.

Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca

2025-05-25T17:03:45+00:00 ― 8 min read

Machine Learning Evaluating the Creativity of AI Models

Measuring the performance of generative models for diverse outputs.

Mohammad Jalali, Azim Ospanov, Amin Gohari

2025-05-25T15:21:27+00:00 ― 4 min read

Machine Learning The Role of Synthetic Data in Modern Privacy

Exploring how synthetic data protects privacy while enabling complex data analysis.

Wilhelm Ågren, Victorio Úbeda Sosa

2025-05-25T15:06:18+00:00 ― 7 min read