Hena Ghonia

Joined

January 2022

Names

Hena Ghonia (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@umontreal.ca (Confirmed)

Personal Links

Career & Education History

MS student

Université de Montréal (umontreal.ca)

2021 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

Deep learning

,

LLM

,

Uncertainty quantification

2020 – 2023

Publications

General-Purpose Brain Foundation Models for Time-Series Neuroimaging Data
Mohammad Javad Darvishi Bayazi, Hena Ghonia, Roland Riachi, Bruno Aristimunha, Arian Khorasani, Md Rifat Arefin, Amin Darabi, Guillaume Dumas, Irina Rish
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
Lag-Llama: Towards Foundation Models for Time Series Forecasting
Kashif Rasul, Arjun Ashok, Andrew Robert Williams, Arian Khorasani, George Adamopoulos, Rishika Bhagwatkar, Marin Biloš, Hena Ghonia, Nadhir Hassen, Anderson Schneider, Sahil Garg, Alexandre Drouin, Nicolas Chapados, Yuriy Nevmyvaka, Irina Rish
- R0-FoMo Poster
- Readers: Everyone
VQ-TR: Vector Quantized Attention for Time Series Forecasting
Kashif Rasul, Andrew Bennett, Pablo Vicente, Umang Gupta, Hena Ghonia, Anderson Schneider, Yuriy Nevmyvaka
- ICLR 2024 poster
- Readers: Everyone
Controllable Music Generation via MIDI-DDSP
Hena Ghonia, Krishna Maneesha Dendukuri
- 03 Feb 2023 (modified: 02 May 2023)
- Submitted to Blogposts @ ICLR 2023
- Readers: Everyone
VQ-TR: Vector Quantized Attention for Time Series Forecasting
Kashif Rasul, Umang Gupta, Hena Ghonia, Yuriy Nevmyvaka
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors