data-driven decision-making, operations research/management, causal inference, algorithmic fairness/equity
bureaucratic justice warrior
angelamzhou.github.io
- objs: lower cost, save time
- constraints: make in microwave from desk/fridge
- use saved $$ to buy food from actual restaurants with more delicious offerings
- objs: lower cost, save time
- constraints: make in microwave from desk/fridge
- use saved $$ to buy food from actual restaurants with more delicious offerings
It's life changing !!!
It's life changing !!!
arxiv.org/abs/2406.08697
Certain causal factorizations -> the optimal policy is "sparse". But rather than assuming the graph, we estimate the difference-of-Q function, whose sparsity adapts to structure & generalize the R-learner to learn it.
arxiv.org/abs/2406.08697
Certain causal factorizations -> the optimal policy is "sparse". But rather than assuming the graph, we estimate the difference-of-Q function, whose sparsity adapts to structure & generalize the R-learner to learn it.
arxiv.org/abs/2302.00662
(David Bruns-Smith is on the job market! A big update to this paper - we test for memoryless UCs, a common assumption in RL under unobserved confounders)
arxiv.org/abs/2302.00662
(David Bruns-Smith is on the job market! A big update to this paper - we test for memoryless UCs, a common assumption in RL under unobserved confounders)
* Batch-Adaptive Annotations for Causal Inference
arxiv.org/pdf/2502.10605
(Ezinne Nwankwo is on the postdoc market, check out her work on a collab on leveraging AI for casenotes in street outreach in homelessness services!)
* Batch-Adaptive Annotations for Causal Inference
arxiv.org/pdf/2502.10605
(Ezinne Nwankwo is on the postdoc market, check out her work on a collab on leveraging AI for casenotes in street outreach in homelessness services!)
Position Paper: Fostering the Ecosystem of AI for Social Impact Requires Expanding and Strengthening Evaluation Standards
arxiv.org/abs/2510.18238
But we don't know how to do a poster presentation for a position paper 😅
Position Paper: Fostering the Ecosystem of AI for Social Impact Requires Expanding and Strengthening Evaluation Standards
arxiv.org/abs/2510.18238
But we don't know how to do a poster presentation for a position paper 😅