Dung Daniel T. Ngo

16 papers A* 5Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Incentive-Aware Synthetic Control: Accurate Counterfactual Estimation via Incentivized Exploration.
Trans. Mach. Learn. Res.
Dung Daniel T. Ngo, Keegan Harris, Anish Agarwal, Vasilis Syrgkanis, Zhiwei Steven Wu
2025 J jnl
Discretization-free Multicalibration through Loss Minimization over Tree Ensembles.
CoRR
Hongyi Henry Jin, Zijun Ding, Dung Daniel T. Ngo, Zhiwei Steven Wu
2025 A* conf
Reconciling Model Multiplicity for Downstream Decision Making.
ICLR
Ally Yalei Du, Dung Daniel T. Ngo, Zhiwei Steven Wu
2025 J jnl
Toward Breaking Watermarks in Distortion-free Large Language Models.
CoRR
Shayleen Reynolds, Saheed Obitayo, Niccolò Dalmasso, Dung Daniel T. Ngo, Vamsi K. Potluru, Manuela Veloso
2024 J jnl
Adaptive and Robust Watermark for Generative Tabular Data.
CoRR
Dung Daniel T. Ngo, Daniel Scott, Saheed Obitayo, Vamsi K. Potluru, Manuela Veloso
2024 J jnl
Reconciling Model Multiplicity for Downstream Decision Making.
CoRR
Ally Yalei Du, Dung Daniel T. Ngo, Zhiwei Steven Wu
2023 J jnl
Federated Learning as a Network Effects Game.
CoRR
Shengyuan Hu, Dung Daniel T. Ngo, Shuran Zheng, Virginia Smith, Zhiwei Steven Wu
2023 J jnl
Incentive-Aware Synthetic Control: Accurate Counterfactual Estimation via Incentivized Exploration.
CoRR
Dung Daniel T. Ngo, Keegan Harris, Anish Agarwal, Vasilis Syrgkanis, Zhiwei Steven Wu
2022 A* conf
Improved Regret for Differentially Private Exploration in Linear MDP.
ICML
Dung Daniel T. Ngo, Giuseppe Vietri, Steven Wu
2022 J jnl
Improved Regret for Differentially Private Exploration in Linear MDP.
CoRR
Dung Daniel T. Ngo, Giuseppe Vietri, Zhiwei Steven Wu
2022 A* conf
Incentivizing Combinatorial Bandit Exploration.
NeurIPS
Xinyan Hu, Dung Daniel T. Ngo, Aleksandrs Slivkins, Zhiwei Steven Wu
2022 J jnl
Incentivizing Combinatorial Bandit Exploration.
CoRR
Xinyan Hu, Dung Daniel T. Ngo, Aleksandrs Slivkins, Zhiwei Steven Wu
2022 A* conf
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses.
ICML
Keegan Harris, Dung Daniel T. Ngo, Logan Stapleton, Hoda Heidari, Steven Wu
2021 A* conf
Incentivizing Compliance with Algorithmic Instruments.
ICML
Dung Daniel T. Ngo, Logan Stapleton, Vasilis Syrgkanis, Steven Wu
2021 J jnl
Incentivizing Compliance with Algorithmic Instruments.
CoRR
Dung Daniel T. Ngo, Logan Stapleton, Vasilis Syrgkanis, Zhiwei Steven Wu
2021 J jnl
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses.
CoRR
Keegan Harris, Dung Daniel T. Ngo, Logan Stapleton, Hoda Heidari, Zhiwei Steven Wu