Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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59 results for Bianca Zadrozny

An iterative method for multi-class cost-sensitive learning
- - Naoki Abe
  - Bianca Zadrozny
  - et al.
- 2004
- KDD 2004
Cost-sensitive learning by cost-proportionate example weighting
- - Bianca Zadrozny
  - John Langford
  - et al.
- 2003
- ICDM 2003
Empirical comparison of various reinforcement learning strategies for sequential targeted marketing
- - Naoki Abe
  - Edwin Pednault
  - et al.
- 2002
- ICDM 2002
Sequential cost-sensitive decision making with reinforcement learning
- - Edwin Pednault
  - Naoki Abe
  - et al.
- 2002
- KDD 2002
S2S Extreme Weather Featurization: A Global Skill Assessment Study
- - Zubeida Patel
  - Gciniwe Simphiwe Baloyi
  - et al.
- 2022
- EGU 2022
ML-based Probabilistic Prediction of 2m Temperature and Total Precipitation
- - Mohamed Akram Zaytar
  - Bianca Zadrozny
  - et al.
- 2022
- EGU 2022
Finetuning the Geospatial Foundation model for Land Cover mapping
- - Devyani Lambhate
  - Ayush Jain
  - et al.
- 2024
- KDD 2024
Machine learning derived sub-seasonal to seasonal extremes
- - Daniel Salles Civitarese
  - Bianca Zadrozny
- 2023
- SBBD 2023
Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators
- - Jorge Guevara
  - Maria Garcia
  - et al.
- 2023
- J. Adv. Model. Earth Syst.
Geostatistical Learning: Challenges and Opportunities
- - Júlio Hoffimann
  - Maciel Zortea
  - et al.
- 2021
- Frontiers in Applied Mathematics and Statistics