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James T. Kwok

Identifiers

  • name variant James T. Kwok 0.60 · backfill

Papers (23)

  1. SPARD: Defending Harmful Fine-Tuning Attack via Safety Projection with Relevance-Diversity Data Selection cs.LG · 2026 · author #7
  2. RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation cs.LG · 2026 · author #7
  3. MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models cs.CL · 2023 · author #7
  4. Blockwise Adaptivity: Faster Training and Better Generalization in Deep Learning cs.LG · 2019 · author #2
  5. Differential Private Stack Generalization with an Application to Diabetes Prediction cs.LG · 2018 · author #3
  6. Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data cs.LG · 2018 · author #2
  7. Power Law in Sparsified Deep Neural Networks cs.LG · 2018 · author #2
  8. Online Convolutional Sparse Coding with Sample-Dependent Dictionary cs.CV · 2018 · author #3
  9. Loss-aware Weight Quantization of Deep Networks cs.LG · 2018 · author #2
  10. Scalable Robust Matrix Factorization with Nonconvex Loss cs.NA · 2017 · author #2
  11. Scalable Online Convolutional Sparse Coding cs.CV · 2017 · author #3
  12. Collaborative Filtering with Social Local Models cs.SI · 2017 · author #3
  13. Multi-Label Learning with Global and Local Label Correlation cs.LG · 2017 · author #2
  14. Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor Completion cs.NA · 2017 · author #2
  15. Efficient Inexact Proximal Gradient Algorithm for Nonconvex Problems math.OC · 2016 · author #2
  16. Loss-aware Binarization of Deep Networks cs.NE · 2016 · author #3
  17. Fast Learning with Nonconvex L1-2 Regularization cs.LG · 2016 · author #2
  18. Learning of Generalized Low-Rank Models: A Greedy Approach cs.LG · 2016 · author #2
  19. Stochastic Variance-Reduced ADMM cs.LG · 2016 · author #2
  20. Fast Nonsmooth Regularized Risk Minimization with Continuation cs.LG · 2016 · author #3
  21. Fast Low-Rank Matrix Learning with Nonconvex Regularization cs.NA · 2015 · author #2
  22. Asynchronous Distributed Semi-Stochastic Gradient Optimization cs.LG · 2015 · author #3
  23. Fast Stochastic Alternating Direction Method of Multipliers cs.LG · 2013 · author #2

Mentions

  • 1508.01633 #3 · backfill · confidence 0.70 James T. Kwok
  • 1308.3558 #2 · arxiv_oai · confidence 0.70 James T. Kwok
  • 2605.28030 #7 · arxiv_oai · confidence 0.70 James T. Kwok
  • 1308.3558 #2 · backfill · confidence 0.70 James T. Kwok

Frequent Coauthors