Henrik Marklund

19 papers A* 5Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Consequentialist Objectives and Catastrophe.
CoRR
Henrik Marklund, Alex Infanger, Benjamin Van Roy
2026 A* conf
Misalignment from Treating Means as Ends.
AAAI
Henrik Marklund, Alex Infanger, Benjamin Van Roy
2025 J jnl
Continual Learning as Computationally Constrained Reinforcement Learning.
Found. Trends Mach. Learn.
Saurabh Kumar, Henrik Marklund, Ashish Rao, Yifan Zhu, Hong Jun Jeon, Yueyang Liu, Benjamin Van Roy
2025 J jnl
Granular feedback merits sophisticated aggregation.
CoRR
Anmol Kagrecha, Henrik Marklund, Potsawee Manakul, Richard Zeckhauser, Benjamin Van Roy
2025 J jnl
Misalignment from Treating Means as Ends.
CoRR
Henrik Marklund, Alex Infanger, Benjamin Van Roy
2024 J jnl
Adaptive Crowdsourcing Via Self-Supervised Learning.
CoRR
Anmol Kagrecha, Henrik Marklund, Benjamin Van Roy, Hong Jun Jeon, Richard Zeckhauser
2024 J jnl
Choice between Partial Trajectories.
CoRR
Henrik Marklund, Benjamin Van Roy
2024 — conf
Maintaining Plasticity in Continual Learning via Regenerative Regularization.
CoLLAs
Saurabh Kumar, Henrik Marklund, Benjamin Van Roy
2024 J jnl
Test-Time Alignment via Hypothesis Reweighting.
CoRR
Yoonho Lee, Jonathan Williams, Henrik Marklund, Archit Sharma, Eric Mitchell, Anikait Singh, Chelsea Finn
2023 J jnl
Continual Learning as Computationally Constrained Reinforcement Learning.
CoRR
Saurabh Kumar, Henrik Marklund, Ashish Rao, Yifan Zhu, Hong Jun Jeon, Yueyang Liu, Benjamin Van Roy
2023 J jnl
Maintaining Plasticity via Regenerative Regularization.
CoRR
Saurabh Kumar, Henrik Marklund, Benjamin Van Roy
2022 A* conf
Extending the WILDS Benchmark for Unsupervised Adaptation.
ICLR
Shiori Sagawa, Pang Wei Koh, Tony Lee, Irena Gao, Sang Michael Xie, Kendrick Shen, Ananya Kumar, Weihua Hu, Michihiro Yasunaga, Henrik Marklund, Sara Beery, Etienne David, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang
2021 A* conf
Adaptive Risk Minimization: Learning to Adapt to Domain Shift.
NeurIPS
Marvin Zhang, Henrik Marklund, Nikita Dhawan, Abhishek Gupta, Sergey Levine, Chelsea Finn
2021 J jnl
Extending the WILDS Benchmark for Unsupervised Adaptation.
CoRR
Shiori Sagawa, Pang Wei Koh, Tony Lee, Irena Gao, Sang Michael Xie, Kendrick Shen, Ananya Kumar, Weihua Hu, Michihiro Yasunaga, Henrik Marklund, Sara Beery, Etienne David, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang
2021 A* conf
WILDS: A Benchmark of in-the-Wild Distribution Shifts.
ICML
Pang Wei Koh, Shiori Sagawa, Henrik Marklund, Sang Michael Xie, Marvin Zhang, Akshay Balsubramani, Weihua Hu, Michihiro Yasunaga, Richard Lanas Phillips, Irena Gao, Tony Lee, Etienne David, Ian Stavness, Wei Guo, Berton Earnshaw, Imran S. Haque, Sara M. Beery, Jure Leskovec, Anshul Kundaje, Emma Pierson, Sergey Levine, Chelsea Finn, Percy Liang
2020 J jnl
Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift.
CoRR
Marvin Zhang, Henrik Marklund, Abhishek Gupta, Sergey Levine, Chelsea Finn
2020 J jnl
WILDS: A Benchmark of in-the-Wild Distribution Shifts.
CoRR
Pang Wei Koh, Shiori Sagawa, Henrik Marklund, Sang Michael Xie, Marvin Zhang, Akshay Balsubramani, Weihua Hu, Michihiro Yasunaga, Richard Lanas Phillips, Sara Beery, Jure Leskovec, Anshul Kundaje, Emma Pierson, Sergey Levine, Chelsea Finn, Percy Liang
2019 A* conf
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison.
AAAI
Jeremy Irvin, Pranav Rajpurkar, Michael Ko, Yifan Yu, Silviana Ciurea-Ilcus, Christopher Chute, Henrik Marklund, Behzad Haghgoo, Robyn L. Ball, Katie S. Shpanskaya, Jayne Seekins, David A. Mong, Safwan S. Halabi, Jesse K. Sandberg, Ricky Jones, David B. Larson, Curtis P. Langlotz, Bhavik N. Patel, Matthew P. Lungren, Andrew Y. Ng
2019 J jnl
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison.
CoRR
Jeremy Irvin, Pranav Rajpurkar, Michael Ko, Yifan Yu, Silviana Ciurea-Ilcus, Christopher Chute, Henrik Marklund, Behzad Haghgoo, Robyn L. Ball, Katie S. Shpanskaya, Jayne Seekins, David A. Mong, Safwan S. Halabi, Jesse K. Sandberg, Ricky Jones, David B. Larson, Curtis P. Langlotz, Bhavik N. Patel, Matthew P. Lungren, Andrew Y. Ng