Computer Science - Machine Learning

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Computation and Language A New Approach to Improving Model Performance with Augmented Data

This framework enhances model performance by addressing low-quality augmented data.

Guanyi Mou, Yichuan Li, Kyumin Lee

2025-06-06T07:26:06+00:00 ― 6 min read

Machine Learning Advanced Target Tracking in Sensor Networks

New distributed methods enhance target tracking while reducing energy costs.

Xingchi Liu, Lyudmila Mihaylova, Jemin George

2025-06-06T07:21:08+00:00 ― 5 min read

Cryptography and Security Evaluating AI Models with Survival Analysis

Assessing AI performance using survival analysis for reliability against challenges.

Charles Meyers, Mohammad Reza Saleh Sedghpour, Tommy Löfstedt

2025-06-06T06:31:04+00:00 ― 7 min read

Optimization and Control Advancements in Online Bilevel Optimization

New algorithms improve machine learning's adaptability to dynamic data.

Jason Bohne, David Rosenberg, Gary Kazantsev

2025-06-06T06:30:41+00:00 ― 4 min read

Computation and Language Challenges in Language Model Learning

Exploring the pitfalls of language models in data interpretation.

Yuqing Zhou, Ruixiang Tang, Ziyu Yao

2025-06-06T06:22:54+00:00 ― 5 min read

Information Retrieval Improving User Onboarding with Simulations

Using simulations to enhance onboarding processes for new users.

Chih-Wei Hsu, Martin Mladenov, Ofer Meshi

2025-06-06T06:07:06+00:00 ― 7 min read

Machine Learning Advancing Non-Intrusive Modeling for Complex Systems

A method for efficient modeling of complex systems while preserving key properties.

Süleyman Yıldız, Pawan Goyal, Peter Benner

2025-06-06T06:04:28+00:00 ― 5 min read

Machine Learning Advancements in Virtual Reality for Anxiety Treatment

Using virtual reality to measure stress and tailor therapy for anxiety management.

Athar Mahmoudi-Nejad, Pierre Boulanger, Matthew Guzdial

2025-06-06T05:43:24+00:00 ― 7 min read

Machine Learning Advancements in Automating Interaction Discovery

New methods automate the discovery of interactions in complex systems.

Zuheng, Xu, Moksh Jain

2025-06-06T05:41:00+00:00 ― 6 min read

Optimization and Control Challenges in Nonconvex Optimization with Nonsmooth Functions

Exploring the difficulties of optimizing nonsmooth nonconvex functions and local algorithm limitations.

Guy Kornowski, Swati Padmanabhan, Ohad Shamir

2025-06-06T05:38:15+00:00 ― 6 min read

Information Retrieval Insights from the Big ANN Challenge at NeurIPS 2023

Researchers tackled real-world data search challenges at NeurIPS 2023.

Harsha Vardhan Simhadri, Martin Aumüller, Amir Ingber

2025-06-06T05:35:30+00:00 ― 6 min read

Computation and Language Improving Long Input Processing in Language Models

A method to enhance efficiency of language models with long text inputs.

Zhenmei Shi, Yifei Ming, Xuan-Phi Nguyen

2025-06-06T05:27:36+00:00 ― 5 min read

Machine Learning Effects of Virtual Spiders on Anxiety Responses

A study revealing how virtual spiders impact physical and emotional reactions.

Athar Mahmoudi-Nejad, Matthew Guzdial, Pierre Boulanger

2025-06-06T05:03:54+00:00 ― 9 min read

Artificial Intelligence AI Advances Power Measurement in Nuclear Reactors

New models aim to improve power distribution accuracy in nuclear reactors.

Anirudh Tunga, Jordan Heim, Michael Mueterthies

2025-06-06T04:56:00+00:00 ― 5 min read

Machine Learning Advancing Language Models with Synthetic Pretraining

New method improves language models' knowledge from limited data.

Zitong Yang, Neil Band, Shuangping Li

2025-06-06T04:50:56+00:00 ― 7 min read

Sound Advancements in Underwater Sound Classification Using Deep Learning

Combining features enhances underwater sound classification accuracy.

Amirmohammad Mohammadi, Iren'e Masabarakiza, Ethan Barnes

2025-06-06T04:50:35+00:00 ― 6 min read

Computation and Language Assessing Multilingual Support in Mental Health Through LLMs

Research on LLMs in multilingual mental health settings highlights successes and challenges.

Konstantinos Skianis, John Pavlopoulos, A. Seza Doğruöz

2025-06-06T04:40:12+00:00 ― 5 min read

Sound Advancements in Underwater Acoustic Target Recognition

Transfer learning improves audio classification for underwater sound detection.

Amirmohammad Mohammadi, Tejashri Kelhe, Davelle Carreiro

2025-06-06T04:02:00+00:00 ― 6 min read

Machine Learning Manifold Learning and Knowledge Transfer in Machine Learning

Exploring how data structure impacts machine learning performance.

E. Tron, E. Fioresi

2025-06-06T04:00:52+00:00 ― 4 min read

Machine Learning Advancements in Wind Data Analysis through Deep Learning

A new model enhances wind data analysis for better renewable energy projects.

Alif Bin Abdul Qayyum, Xihaier Luo, Nathan M. Urban

2025-06-06T04:00:42+00:00 ― 5 min read

Machine Learning Improving Influence Functions in Machine Learning

New methods enhance the accuracy of influence functions in large models.

Yegor Klochkov, Yang Liu

2025-06-06T03:44:54+00:00 ― 6 min read

Machine Learning Learning Utility Functions in Decision-Making

Study reveals insights into decision-making under uncertainty through utility learning.

Filippo Lazzati, Alberto Maria Metelli

2025-06-06T03:29:06+00:00 ― 5 min read

Machine Learning Advancements in Molecular Generation Using Training-Free Guidance

Discover how training-free guidance is transforming molecular generation with discrete diffusion models.

Thomas J. Kerby, Kevin R. Moon

2025-06-06T03:10:48+00:00 ― 5 min read

Machine Learning Continual Learning: Addressing Plasticity Loss and Sharpness

Examining plasticity loss in continual learning and the role of sharpness.

Max Koster, Jude Kukla

2025-06-06T02:41:42+00:00 ― 5 min read

Machine Learning Streamlined Method for Outlier Management in Data Analysis

A new approach to handle data with outliers efficiently.

Lakshmi Jayalal, Gokularam Muthukrishnan, Sheetal Kalyani

2025-06-06T02:20:44+00:00 ― 5 min read

Artificial Intelligence Improving AI Reasoning with Proof of Thought

A new framework aims to enhance reliability and clarity in AI reasoning.

Debargha Ganguly, Srinivasan Iyengar, Vipin Chaudhary

2025-06-06T02:10:06+00:00 ― 7 min read

Machine Learning Enhancing Long Context Language Model Performance

Learn how to improve long context language model efficiency.

Amey Agrawal, Junda Chen, Íñigo Goiri

2025-06-06T01:54:18+00:00 ― 7 min read

Machine Learning New Approach to Singularly Perturbed Differential Equations

ASPINN offers a fresh solution for challenging singularly perturbed differential equations.

Sen Wang, Peizhi Zhao, Tao Song

2025-06-06T01:50:33+00:00 ― 4 min read

Quantum Physics Advances in Quantum Sensing through Machine Learning

Researchers enhance magnetic sensing using machine learning with NV centers.

Galya Haim, Stefano Martina, John Howell

2025-06-06T01:34:51+00:00 ― 5 min read

Machine Learning Personalised Federated Learning via Multi-Armed Bandit Approach

A new method balances personalisation and privacy in federated learning.

Ali Arabzadeh, James A. Grant, David S. Leslie

2025-06-06T01:30:40+00:00 ― 8 min read

High Energy Physics - Phenomenology Advancements in Masked Particle Modeling for Physics

Researchers enhance particle modeling techniques using machine learning methods.

Matthew Leigh, Samuel Klein, François Charton

2025-06-06T01:27:00+00:00 ― 7 min read

Cryptography and Security A New Approach to Privacy in Federated Learning

Introducing a framework for secure training of machine learning models.

Haleh Hayati, Carlos Murguia, Nathan van de Wouw

2025-06-06T01:14:48+00:00 ― 5 min read

Computation and Language Combating Hate Speech with Advanced Detection Methods

A new framework enhances hate speech detection and promotes fairness online.

Guanyi Mou, Kyumin Lee

2025-06-06T01:06:54+00:00 ― 6 min read

Machine Learning Ensuring Privacy in Machine Learning Models

Techniques to protect sensitive data in machine learning.

Francisco Aguilera-Martínez, Fernando Berzal

2025-06-06T00:51:06+00:00 ― 5 min read

Robotics Advancements in Generative Design for Robot Assembly

New system enhances robot assembly through generative design techniques.

Andrew Goldberg, Kavish Kondap, Tianshuang Qiu

2025-06-06T00:03:42+00:00 ― 6 min read

Computation and Language The Impact of AI and Machine Learning

AI and machine learning are reshaping industries and daily life.

Benji Peng, Xuanhe Pan, Yizhu Wen

2025-06-05T23:55:48+00:00 ― 7 min read

Machine Learning Advancements in Selectivity Learning for Databases

New methods improve query selectivity predictions using machine learning techniques.

Peizhi Wu, Haoshu Xu, Ryan Marcus

2025-06-05T23:50:32+00:00 ― 6 min read

Machine Learning AXE: A Framework for Efficient Post-Training Quantization

AXE improves model performance while minimizing overflow in accumulator-aware quantization.

Ian Colbert, Fabian Grob, Giuseppe Franco

2025-06-05T23:16:18+00:00 ― 5 min read

Machine Learning New Model Predicts User Spending in Fantasy Sports

A new architecture improves predictions of user spending in fantasy sports platforms.

Ved Prakash, Kartavya Kothari

2025-06-05T22:52:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Evaluating Domain Generalization in Computational Pathology

This study benchmarks DG algorithms to tackle domain shift in medical image analysis.

Neda Zamanitajeddin, Mostafa Jahanifar, Kesi Xu

2025-06-05T22:36:48+00:00 ― 7 min read