Non-parametric deep learning with applications in active learning

Non-parametric deep learning with applications in active learning

<p>We challenge a common assumption underlying most supervised <i>deep learning</i>: that a model makes a prediction depending only on its parameters and the features of a <i>single input</i>. To this end, we introduce a general-purpose deep learning architecture---<...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur:	Band, N
Awduron Eraill:	Kalaitzis, A
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	2022
Pynciau:	Machine learning Natural language processing (Computer science) Deep learning (Machine learning)

Eitemau Tebyg

A Comprehensive Review on Fake News Detection With Deep Learning
gan: M. F. Mridha, et al.
Cyhoeddwyd: (2021-01-01)

Deep Learning Approach for Predicting Psychodiagnosis
gan: Zouaoui Samia, et al.
Cyhoeddwyd: (2024-08-01)

Deep Learning Applications /
gan: Mazzeo, Pier Luigi, editor, et al.
Cyhoeddwyd: (2021)

Learning Non-Parametric Surrogate Losses With Correlated Gradients
gan: Seungdong Yoa, et al.
Cyhoeddwyd: (2021-01-01)

Urdu Sentiment Analysis With Deep Learning Methods
gan: Lal Khan, et al.
Cyhoeddwyd: (2021-01-01)

Columns Occurrences Graph to Improve Column Prediction in Deep Learning Nlidb
gan: Shanza Abbas, et al.
Cyhoeddwyd: (2021-12-01)

Metaheuristics Optimization with Deep Learning Enabled Automated Image Captioning System
gan: Mesfer Al Duhayyim, et al.
Cyhoeddwyd: (2022-07-01)

Spatial reasoning and planning for deep embodied agents
gan: Ishida, S
Cyhoeddwyd: (2024)

A Comparative Study of Sentiment Analysis on Customer Reviews Using Machine Learning and Deep Learning
gan: Logan Ashbaugh, et al.
Cyhoeddwyd: (2024-12-01)

Deep Learning Research Applications for Natural Language Processing /
gan: Kumar, L. Ashokt, editor 623258, et al.
Cyhoeddwyd: (2023)

Scalable syntactic inductive biases for neural language models
gan: Kuncoro, AS
Cyhoeddwyd: (2022)

Deep learning-based natural language processing in human–agent interaction: Applications, advancements and challenges
gan: Nafiz Ahmed, et al.
Cyhoeddwyd: (2024-12-01)

Applications of Machine Learning and Deep Learning for Privacy and Cybersecurity /
gan: Correia, Anacleto, 1961-, editor 651890, et al.
Cyhoeddwyd: (2022)

Multilingual Sarcasm Detection for Enhancing Sentiment Analysis using Deep Learning Algorithms
gan: Ahmed Derbala Yacoub, et al.
Cyhoeddwyd: (2024-12-01)

Understanding video through the lens of language
gan: Bain, M
Cyhoeddwyd: (2023)

Enhancing Fake News Detection with Word Embedding: A Machine Learning and Deep Learning Approach
gan: Mutaz A. B. Al-Tarawneh, et al.
Cyhoeddwyd: (2024-09-01)

Comparison between Machine Learning and Deep Learning Approaches for the Detection of Toxic Comments on Social Networks
gan: Andrea Bonetti, et al.
Cyhoeddwyd: (2023-05-01)

Essays in macroeconomics and machine learning
gan: Ashwin, J
Cyhoeddwyd: (2021)

Phish Responder: A Hybrid Machine Learning Approach to Detect Phishing and Spam Emails
gan: Molly Dewis, et al.
Cyhoeddwyd: (2022-07-01)

An ensemble deep learning technique for detecting suicidal ideation from posts in social media platforms
gan: Shini Renjith, et al.
Cyhoeddwyd: (2022-11-01)

A Comparative Analysis of Active Learning for Biomedical Text Mining
gan: Usman Naseem, et al.
Cyhoeddwyd: (2021-03-01)

PharmacoNER Tagger: a deep learning-based tool for automatically finding chemicals and drugs in Spanish medical texts
gan: Jordi Armengol-Estapé, et al.
Cyhoeddwyd: (2019-06-01)

Enhancing writing analytics in science education research with machine learning and natural language processing—Formative assessment of science and non-science preservice teachers’ written reflections
gan: Peter Wulff, et al.
Cyhoeddwyd: (2023-01-01)

Structure and uncertainty in deep learning
gan: Smith, L
Cyhoeddwyd: (2022)

Application of Machine Learning and Word Embeddings in the Classification of Cancer Diagnosis Using Patient Anamnesis
gan: Andres Alejandro Ramos Magna, et al.
Cyhoeddwyd: (2020-01-01)

Depression Detection in Social Media: A Comprehensive Review of Machine Learning and Deep Learning Techniques
gan: Waleed Bin Tahir, et al.
Cyhoeddwyd: (2025-01-01)

Agree-to-Disagree (A2D): A Deep Learning-Based Framework for Authorship Discrimination Task in Corpus-Specificity Free Manner
gan: Md. Tawkat Islam Khondaker, et al.
Cyhoeddwyd: (2020-01-01)

Integrated Sequence Tagging for Medieval Latin Using Deep Representation Learning
gan: Mike Kestemont, et al.
Cyhoeddwyd: (2017-08-01)

Integrated Sequence Tagging for Medieval Latin Using Deep Representation Learning
gan: Mike Kestemont, et al.
Cyhoeddwyd: (2017-08-01)

Analytics of Life : Making Sense of Data Analytics, Machine Learning and the Artificial Intelligence /
gan: Damlapinar, Mert, author 639117
Cyhoeddwyd: (2019)

DEEP LEARNING IN PRACTICE/
gan: Ghayoumi, Mehdi, author.
Cyhoeddwyd: (2022)

Protein language representation learning to predict SARS-CoV-2 mutational landscape
gan: Batra, H
Cyhoeddwyd: (2022)

Automated sentiment analysis in social media using Harris Hawks optimisation and deep learning techniques
gan: Hanan T. Halawani, et al.
Cyhoeddwyd: (2023-10-01)

An Automatic Error Detection Method for Machine Translation Results via Deep Learning
gan: Weihong Zhang
Cyhoeddwyd: (2023-01-01)

Exploring the Impact of COVID-19 on Social Life by Deep Learning
gan: Jose Antonio Jijon-Vorbeck, et al.
Cyhoeddwyd: (2021-11-01)

Analysis of public opinion on food safety in Greater China with big data and machine learning
gan: Haoyang Zhang, et al.
Cyhoeddwyd: (2023-01-01)

Topic-Aware Deep Compositional Models for Sentence Classification
gan: Zhao, Rui, et al.
Cyhoeddwyd: (2017)

Blockchain-Based Event Detection and Trust Verification Using Natural Language Processing and Machine Learning
gan: Zeinab Shahbazi, et al.
Cyhoeddwyd: (2022-01-01)

Deep Representation Learning: Fundamentals, Technologies, Applications, and Open Challenges
gan: Amirreza Payandeh, et al.
Cyhoeddwyd: (2023-01-01)

Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics
gan: Amirhosein Mosavi, et al.
Cyhoeddwyd: (2020-09-01)