Kin G. Olivares

Joined

November 2019

Names

Kin G. Olivares (Preferred)

Kin Gutierrez

Emails

****@cs.cmu.edu (Confirmed)

****@andrew.cmu.edu (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

Carnegie Mellon University (cmu.edu)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Artur Dubrawski

2017 – 2023

Expertise

Time Series Forecasting

2015 – 2022

Sequence Modelling

2015 – 2022

Publications

The Arrow of Time: What Tabular Foundation Models Miss in Time Series Forecasting
Andres Potapczynski, Ravi Kiran Selvam, Tatiana Konstantinova, Malcolm Wolff, Kin G. Olivares, Ruijun Ma, Michael W. Mahoney, Andrew Gordon Wilson, Boris N. Oreshkin, Dmitry Efimov
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
Time-Aware Prior Fitted Networks for Zero-Shot Forecasting with Exogenous Variables
Andres Potapczynski, Ravi Kiran Selvam, Tatiana Konstantinova, Malcolm Wolff, Kin G. Olivares, Ruijun Ma, Dmitry Efimov, Michael W. Mahoney, Andrew Gordon Wilson, Boris N. Oreshkin
- Submitted to ICLR 2026
- Readers: Everyone
Zero-shot Forecasting by Simulation Alone
Boris N. Oreshkin, Mayank Jauhari, Ravi Kiran Selvam, Malcolm Wolff, Wenhao Pan, Shankar Ramasubramanian, Kin G. Olivares, Tatiana Konstantinova, Andres Potapczynski, Mengfei Cao, Dmitry Efimov, Michael W. Mahoney, Andrew Gordon Wilson
- ICLR 2026 Poster
- Readers: Everyone
A More Realistic Evaluation of Cross-Frequency Transfer Learning and Foundation Forecasting Models
Kin G. Olivares, Malcolm Wolff, Tatiana Konstantinova, Shankar Ramasubramanian, Boris N. Oreshkin, Andrew Gordon Wilson, Andres Potapczynski, Willa Potosnak, Michael W. Mahoney, Mengfei Cao, Dmitry Efimov
- BERT2S
- Readers: Everyone
Forking Sequences
Willa Potosnak, Malcolm Wolff, Boris N. Oreshkin, Mengfei Cao, Michael W. Mahoney, Dmitry Efimov, Kin G. Olivares
- ScaleOPT Poster
- Readers: Everyone
RSight: A deep neural network for product demand forecasting over geographic regions
Hanjing Zhu, Sitan Yang, Tanmay Gupta, Harrison Waldon, Rahul Gopalsamy, Kin G. Olivares
- AI4SupplyChain 2025 Poster
- Readers: Everyone
TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting
Zhiyuan Zhao, Sitan Yang, Kin G. Olivares, Boris N. Oreshkin, Stan Vitebsky, Michael W. Mahoney, B. Aditya Prakash, Dmitry Efimov
- AI4SupplyChain 2025 Poster
- Readers: Everyone
♠ SPADE ♠ Split Peak Attention DEcomposition
Malcolm Wolff, Kin G. Olivares, Boris N. Oreshkin, Sunny Ruan, Sitan Yang, Abhinav Katoch, Shankar Ramasubramanian, Youxin Zhang, Michael W. Mahoney, Dmitry Efimov, Vincent Quenneville-Belair
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
Effectively Leveraging Exogenous Information across Neural Forecasters
Andres Potapczynski, Kin G. Olivares, Malcolm Wolff, Andrew Gordon Wilson, Dmitry Efimov, Vincent Quenneville-Belair
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
$\clubsuit$ CLOVER $\clubsuit$: Probabilistic Forecasting with Coherent Learning Objective Reparameterization
Kin G. Olivares, Geoffrey Négiar, Ruijun Ma, Oinam Nganba Meetei, Mengfei Cao, Michael W. Mahoney
- Accepted by TMLR
- Readers: Everyone

View all 12 publications

Co-Authors

View all 35 co-authors