- Guy Blanc, Jane Lange, Mingda Qiao, Li-Yang Tan:
Properly learning decision trees in almost polynomial time. FOCS 2021: 920-929 - Guy Blanc, Jane Lange, Li-Yang Tan:
Learning Stochastic Decision Trees. ICALP 2021: 30:1-30:16 - Guy Blanc, Jane Lange, Li-Yang Tan:
Provably efficient, succinct, and precise explanations. NeurIPS 2021: 6129-6141 - Guy Blanc, Jane Lange, Li-Yang Tan:
Query strategies for priced information, revisited. SODA 2021: 1638-1650 - Guy Blanc, Jane Lange, Li-Yang Tan:
Learning stochastic decision trees. CoRR abs/2105.03594 (2021) - Guy Blanc, Moses Charikar:
Multiway Online Correlated Selection. CoRR abs/2106.05579 (2021) - Guy Blanc, Jane Lange, Mingda Qiao, Li-Yang Tan:
Decision tree heuristics can fail, even in the smoothed setting. CoRR abs/2107.00819 (2021) - Guy Blanc, Jane Lange, Mingda Qiao, Li-Yang Tan:
Properly learning decision trees in almost polynomial time. CoRR abs/2109.00637 (2021) - Guy Blanc, Jane Lange, Li-Yang Tan:
Provably efficient, succinct, and precise explanations. CoRR abs/2111.01576 (2021) - Guy Blanc, Jane Lange, Ali Malik, Li-Yang Tan:
On the power of adaptivity in statistical adversaries. CoRR abs/2111.10352 (2021) - 2020
- Guy Blanc, Neha Gupta, Gregory Valiant, Paul Valiant:
Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck like process. COLT 2020: 483-513 - Guy Blanc, Jane Lange, Li-Yang Tan:
Provable guarantees for decision tree induction: the agnostic setting. ICML 2020: 941-949 - Guy Blanc, Jane Lange, Li-Yang Tan:
Top-Down Induction of Decision Trees: Rigorous Guarantees and Inherent Limitations. ITCS 2020: 44:1-44:44 - Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan:
Estimating decision tree learnability with polylogarithmic sample complexity. NeurIPS 2020 - Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan:
Universal guarantees for decision tree induction via a higher-order splitting criterion. NeurIPS 2020 - Bertrand Jayles, Ramón Escobedo, Stéphane Cezera, Adrien Blanchet, Tatsuya Kameda, Clément Sire, Guy Theraulaz:
The impact of incorrect social information on collective wisdom in human groups. CoRR abs/2003.06160 (2020) - Guy Blanc, Jane Lange, Li-Yang Tan:
Provable guarantees for decision tree induction: the agnostic setting. CoRR abs/2006.00743 (2020) - John J. Cherian, Andrew G. Taube, Robert T. McGibbon, Panagiotis Angelikopoulos, Guy Blanc, Michael Snarski, Daniel D. Richman, John L. Klepeis, David E. Shaw:
Efficient hyperparameter optimization by way of PAC-Bayes bound minimization. CoRR abs/2008.06431 (2020) - Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan:
Universal guarantees for decision tree induction via a higher-order splitting criterion. CoRR abs/2010.08633 (2020) - Guy Blanc, Jane Lange, Li-Yang Tan:
Query strategies for priced information, revisited. CoRR abs/2010.11381 (2020) - Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan:
Estimating decision tree learnability with polylogarithmic sample complexity. CoRR abs/2011.01584 (2020) - Guy Blanc, Jane Lange, Li-Yang Tan:
Testing and reconstruction via decision trees. CoRR abs/2012.08735 (2020) - 2019
- Jean-Baptiste Blanc-Rouchossé, Anne Blavette, H. Ben Ahmed, Guy Camilleri, Marie-Pierre Gleizes:
Multi-Agent System for Smart-Grid Control with Commitment Mismatch and Congestion. ISGT Europe 2019: 1-5 - Guy Blanc, Neha Gupta, Gregory Valiant, Paul Valiant:
Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck like process. CoRR abs/1904.09080 (2019) - Guy Blanc, Jane Lange, Li-Yang Tan:
Top-down induction of decision trees: rigorous guarantees and inherent limitations. CoRR abs/1911.07375 (2019) - Guy Blanc, Jane Lange, Li-Yang Tan:
Constructive derandomization of query algorithms. CoRR abs/1912.03042 (2019) - Guy Blanc, Jane Lange, Li-Yang Tan:
Top-down induction of decision trees: rigorous guarantees and inherent limitations. Electron. Colloquium Comput. Complex. TR19 (2019) - 2018
- Guy Blanc, Steffen Rendle:
Adaptive Sampled Softmax with Kernel Based Sampling. ICML 2018: 589-598 - Jean-Baptiste Blanc-Rouchossé, Anne Blavette, Guy Camilleri, Marie-Pierre Gleizes:
Electric Vehicles Fleet for Frequency Regulation Using a Multi-Agent System. PAAMS 2018: 84-96 - 2017
- Mahamar Dicko, Pierre Saramito, Guy B. Blanchard, Claire M. Lye, Bénédicte Sanson, Jocelyn Étienne:
Geometry can provide long-range mechanical guidance for embryogenesis. PLoS Comput. Biol. 13(3) (2017)