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Alexander Immer

Identifiers

  • name variant Alexander Immer 0.60 · backfill

Papers (26)

  1. ZAPBench: A Benchmark for Whole-Brain Activity Prediction in Zebrafish q-bio.NC · 2025 · author #2
  2. Forecasting Whole-Brain Neuronal Activity from Volumetric Video cs.CV · 2025 · author #1
  3. Uncertainty-Penalized Direct Preference Optimization cs.LG · 2024 · author #3
  4. Influence Functions for Scalable Data Attribution in Diffusion Models cs.LG · 2024 · author #4
  5. Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks Using the Marginal Likelihood cs.LG · 2024 · author #2
  6. Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI cs.LG · 2024 · author #12
  7. Uncertainty in Graph Contrastive Learning with Bayesian Neural Networks cs.LG · 2023 · author #2
  8. Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures cs.LG · 2023 · author #2
  9. Learning Layer-wise Equivariances Automatically using Gradients cs.LG · 2023 · author #2
  10. Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion cs.LG · 2023 · author #4
  11. Hodge-Aware Contrastive Learning cs.LG · 2023 · author #2
  12. Stochastic Marginal Likelihood Gradients using Neural Tangent Kernels stat.ML · 2023 · author #1
  13. Improving Neural Additive Models with Bayesian Principles stat.ML · 2023 · author #2
  14. Promises and Pitfalls of the Linearized Laplace in Bayesian Optimization cs.LG · 2023 · author #2
  15. On the Identifiability and Estimation of Causal Location-Scale Noise Models stat.ML · 2022 · author #1
  16. Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations stat.ML · 2022 · author #1
  17. Probing as Quantifying Inductive Bias cs.CL · 2021 · author #1
  18. Pathologies in priors and inference for Bayesian transformers cs.LG · 2021 · author #2
  19. Laplace Redux -- Effortless Bayesian Deep Learning cs.LG · 2021 · author #3
  20. Scalable Marginal Likelihood Estimation for Model Selection in Deep Learning stat.ML · 2021 · author #1
  21. Improving predictions of Bayesian neural nets via local linearization stat.ML · 2020 · author #1
  22. Disentangling the Gauss-Newton Method and Approximate Inference for Neural Networks stat.ML · 2020 · author #1
  23. Continual Deep Learning by Functional Regularisation of Memorable Past stat.ML · 2020 · author #3
  24. Variational Inference with Numerical Derivatives: variance reduction through coupling stat.CO · 2019 · author #1
  25. Approximate Inference Turns Deep Networks into Gaussian Processes stat.ML · 2019 · author #2
  26. Generative Interest Estimation for Document Recommendations cs.IR · 2017 · author #2

Mentions

  • 2410.13850 #4 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2503.02618 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2503.00073 #1 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2402.15978 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2410.20187 #3 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2305.16905 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2402.00809 #12 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2311.00636 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2312.00232 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2310.06131 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2310.02012 #4 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2309.07364 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2304.08309 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2306.03968 #1 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2210.09054 #1 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2202.10638 #1 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2110.08388 #1 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2106.14806 #3 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2110.04020 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2104.04975 #1 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2008.08400 #1 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2004.14070 #3 · arxiv_oai · confidence 0.70 Alexander Immer
  • 2007.11994 #1 · arxiv_oai · confidence 0.70 Alexander Immer
  • 1906.01930 #2 · arxiv_oai · confidence 0.70 Alexander Immer
  • 1906.06914 #1 · arxiv_oai · confidence 0.70 Alexander Immer
  • 1711.10327 #2 · arxiv_oai · confidence 0.70 Alexander Immer

Frequent Coauthors