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Anna Choromanska

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Papers (21)

  1. Adaptive Memory Momentum via a Model-Based Framework for Deep Learning Optimization cs.LG · 2025 · author #2
  2. Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation cs.CV · 2019 · author #2
  3. Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy cs.LG · 2018 · author #3
  4. Beyond Backprop: Online Alternating Minimization with Auxiliary Variables stat.ML · 2018 · author #1
  5. VisualBackProp for learning using privileged information with CNNs cs.CV · 2018 · author #2
  6. LSALSA: Accelerated Source Separation via Learned Sparse Coding cs.LG · 2018 · author #3
  7. Invertible Autoencoder for domain adaptation eess.IV · 2018 · author #2
  8. A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI cs.CV · 2018 · author #3
  9. Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car cs.CV · 2017 · author #3
  10. VisualBackProp: efficient visualization of CNNs cs.CV · 2016 · author #2
  11. Entropy-SGD: Biasing Gradient Descent Into Wide Valleys cs.LG · 2016 · author #2
  12. Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation stat.ML · 2016 · author #2
  13. On the boosting ability of top-down decision tree learning algorithm for multiclass classification cs.LG · 2016 · author #1
  14. Binary embeddings with structured hashed projections cs.LG · 2015 · author #1
  15. Deep learning with Elastic Averaging SGD cs.LG · 2014 · author #2
  16. The Loss Surfaces of Multilayer Networks cs.LG · 2014 · author #1
  17. Notes on using Determinantal Point Processes for Clustering with Applications to Text Clustering cs.LG · 2014 · author #2
  18. Differentially- and non-differentially-private random decision trees cs.LG · 2014 · author #2
  19. Logarithmic Time Online Multiclass prediction cs.LG · 2014 · author #1
  20. Stochastic Bound Majorization cs.LG · 2013 · author #1
  21. Semistochastic Quadratic Bound Methods stat.ML · 2013 · author #2

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