Tile2Vec with Predicting Noise for Land Cover Classification. - Marshal Arijona Sinaga; Fadel Muhammad Ali; Aniati Murni Arymurthy (ICONIP (4), 2021)

Variational Contrastive Log Ratio Upper Bound of Mutual Information for Training Generative Models. - Marshal Arijona Sinaga; Machmud Roby Alhamidi; Muhammad Febrian Rachmadi; Wisnu Jatmiko (IWBIS, 2021)

On Study of Mutual Information and its Estimation Methods. - Marshal Arijona Sinaga (CoRR, 2021)

Transformation-Equivariant Representation Learning with Barber-Agakov and InfoNCE Mutual Information Estimation. - Marshal Arijona Sinaga; Tjan Basaruddin; Adila Alfa Krisnadhi (ICPRAM, 2022)

Heteroscedastic Preferential Bayesian Optimization with Informative Noise Distributions. - Marshal Arijona Sinaga; Julien Martinelli; Vikas Garg 001; Samuel Kaski (CoRR, 2024)

Robust and Computation-Aware Gaussian Processes. - Marshal Arijona Sinaga; Julien Martinelli; Samuel Kaski (CoRR, 2025)