Diana Benavides-Prado

According to our database, Diana Benavides-Prado authored at least 15 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval.

Tim Hartill, Diana Benavides-Prado, Michael Witbrock, Patricia J. Riddle

CoRR, 2023

Neuromodulation Gated Transformer.

Kobe Knowles, Joshua Bensemann, Diana Benavides Prado, Vithya Yogarajan, Michael Witbrock, Gillian Dobbie, Yang Chen

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

Information Resilience: the nexus of responsible and agile approaches to information use.

Shazia Wasim Sadiq, Amir Aryani, Gianluca Demartini, Wen Hua, Marta Indulska, Andrew Burton-Jones, Hassan Khosravi, Diana Benavides Prado, Timos Sellis, Ida Asadi Someh, Rhema Vaithianathan, Sen Wang, Xiaofang Zhou

VLDB J., 2022

A Theory for Knowledge Transfer in Continual Learning.

Diana Benavides Prado, Patricia Riddle

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

Using a Machine Learning Tool to Support High-Stakes Decisions in Child Protection.

Rhema Vaithianathan, Diana Benavides Prado, Eric E. Dalton, Alexandra Chouldechova, Emily Putnam-Hornstein

AI Mag., 2021

Continual Correction of Errors Using Smart Memory Replay.

Callum Cory, Diana Benavides Prado, Yun Sing Koh

Proceedings of the International Joint Conference on Neural Networks, 2021

Generalised Controller Design Using Continual Learning.

Diana Benavides Prado, Chathura Wanigasekara, Akshya Swain

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Towards Knowledgeable Supervised Lifelong Learning Systems.

Diana Benavides Prado, Yun Sing Koh, Patricia Riddle

J. Artif. Intell. Res., 2020

2019

Selective Hypothesis Transfer for Lifelong Learning.

Diana Benavides Prado, Yun Sing Koh, Patricia Riddle

Proceedings of the International Joint Conference on Neural Networks, 2019

An SVM-Based Framework for Long-Term Learning Systems.

Diana Benavides Prado

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions.

Alexandra Chouldechova, Diana Benavides Prado, Oleksandr Fialko, Rhema Vaithianathan

Proceedings of the Conference on Fairness, Accountability and Transparency, 2018

2017

AccGenSVM: Selectively Transferring from Previous Hypotheses.

Diana Benavides Prado, Yun Sing Koh, Patricia Riddle

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Framework for Long-Term Learning Systems.

Diana Benavides Prado

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2015

MOGACAR: A Method for Filtering Interesting Classification Association Rules.

Diana Benavides Prado

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

2013

KDBuss Framework: Knowledge Discovery with Association Rules in the Business Context.

Diana Benavides Prado, María Villamil Giraldo

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013