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20162024
most citedMore Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification

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cs.HC202413 cited

Qualitative Approaches to Voice UX

Katie Seaborn, Jacqueline Urakami, Peter Pennefather +1

Voice is a natural mode of expression offered by modern computer-based systems. Qualitative perspectives on voice-based user experiences (voice UX) offer rich descriptions of compl…

cs.HC202411 cited

Fair Machine Guidance to Enhance Fair Decision Making in Biased People

Mingzhe Yang, Hiromi Arai, Naomi Yamashita +1

Teaching unbiased decision-making is crucial for addressing biased decision-making in daily life. Although both raising awareness of personal biases and providing guidance on unbia…

cs.CL2024

A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages

Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada +11

User-generated data sources have gained significance in uncovering Adverse Drug Reactions (ADRs), with an increasing number of discussions occurring in the digital world. However,…

stat.ML2024

Follow-the-Perturbed-Leader with Fréchet-type Tail Distributions: Optimality in Adversarial Bandits and Best-of-Both-Worlds

Jongyeong Lee, Junya Honda, Shinji Ito +1

This paper studies the optimality of the Follow-the-Perturbed-Leader (FTPL) policy in both adversarial and stochastic -armed bandits. Despite the widespread use of the Follow-th…

cs.LG20244 cited

A unified Fourier slice method to derive ridgelet transform for a variety of depth-2 neural networks

Sho Sonoda, Isao Ishikawa, Masahiro Ikeda

To investigate neural network parameters, it is easier to study the distribution of parameters than to study the parameters in each neuron. The ridgelet transform is a pseudo-inver…