Katja Hofmann

Microsoft Research (United Kingdom), Microsoft (United States)

Papers

7

Total Citations

203

H-Index

5

About

No biography available yet.

Research Focus

Computer science7 · 203 citations
Artificial intelligence6 · 201 citations
Machine learning5 · 169 citations
Physics2 · 137 citations
Mathematics3 · 130 citations
Latent variable model2 · 126 citations
Reinforcement learning2 · 126 citations
Latent variable2 · 126 citations
Psychology2 · 122 citations
Latent inhibition1 · 105 citations
Econometrics1 · 105 citations
Cognitive psychology1 · 105 citations

Key Achievements

5
H-Index
7
Papers
203
Total Citations
29
Avg Citations/Paper
🏆 Most Cited Paper
Meta Reinforcement Learning with Latent Variable Gaussian Processes
105 citations · 2018
📈 Most Prolific Year: 2018 (2 Papers)
🤝 Key Collaborators: 24
🏛 Institutions: Microsoft Research (United Kingdom), Microsoft (United States)

Top Papers

  1. 1
    Meta Reinforcement Learning with Latent Variable Gaussian Processes
    105 citations · 2018
  2. 2
    ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
    32 citations · 2021
  3. 3
    Imitating Human Behaviour with Diffusion Models
    23 citations · 2023
  4. 4
    Meta Reinforcement Learning with Latent Variable Gaussian Processes
    21 citations · 2018
  5. 5
    Automatic Curriculum Learning For Deep RL: A Short Survey
    17 citations · 2020
  6. 6
    ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
    3 citations · 2021
  7. 7
    Scaling Laws for Pre-training Agents and World Models
    2 citations · 2024

Key Collaborators

LTLida Theodorou2 shared papersSDSam Devlin2 shared papersDBDave Bignell2 shared papersJBJohn Bronskill2 shared papersRGRaluca Georgescu2 shared papersTRTabish Rashid2 shared papersDMDaniela Massiceti2 shared papersECEdward Cutrell2 shared papersLZLuisa Zintgraf2 shared papersMPMarc Peter Deisenroth2 shared papersSSSteindór Sæmundsson2 shared papersMTMatthew Tobias Harris2 shared papersCMCecily Morrison2 shared papersSSSimone Stumpf2 shared papersCCCédric Colas1 shared papersAKAnssi Kanervisto1 shared papersPOPierre-Yves Oudeyer1 shared papersIMIda Momennejad1 shared papersTPTim Pearce1 shared papersRPRémy Portelas1 shared papers
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