Geoffrey Schiebinger

According to our database, Geoffrey Schiebinger authored at least 12 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Identifying Drift, Diffusion, and Causal Structure from Temporal Snapshots.

Vincent Guan, Joseph Janssen, Hossein Rahmani, Andrew Warren, Stephen Zhang, Elina Robeva, Geoffrey Schiebinger

CoRR, 2024

2023

Manifold Learning with Sparse Regularised Optimal Transport.

Stephen Zhang, Gilles Mordant, Tetsuya Matsumoto, Geoffrey Schiebinger

CoRR, 2023

2022

Beyond kNN: Adaptive, Sparse Neighborhood Graphs via Optimal Transport.

Tetsuya Matsumoto, Stephen Zhang, Geoffrey Schiebinger

CoRR, 2022

Trajectory Inference via Mean-field Langevin in Path Space.

Lénaïc Chizat, Stephen Zhang, Matthieu Heitz, Geoffrey Schiebinger

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Optimal transport analysis reveals trajectories in steady-state systems.

Stephen Zhang, Anton Afanassiev, Laura Greenstreet, Tetsuya Matsumoto, Geoffrey Schiebinger

PLoS Comput. Biol., 2021

Towards a mathematical theory of trajectory inference.

Hugo Lavenant, Stephen Zhang, Young-Heon Kim, Geoffrey Schiebinger

CoRR, 2021

2019

Statistical Optimal Transport via Factored Couplings.

Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Philippe Rigollet, Geoffrey Schiebinger, Jonathan Weed

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Reconstructing probabilistic trees of cellular differentiation from single-cell RNA-seq data.

Miriam Shiffman, William T. Stephenson, Geoffrey Schiebinger, Jonathan H. Huggins, Trevor Campbell, Aviv Regev, Tamara Broderick

CoRR, 2018

Statistical Optimal Transport via Geodesic Hubs.

Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Geoffrey Schiebinger, Philippe Rigollet, Jonathan Weed

CoRR, 2018

2017

The Alternating Descent Conditional Gradient Method for Sparse Inverse Problems.

Nicholas Boyd, Geoffrey Schiebinger, Benjamin Recht

SIAM J. Optim., 2017

2015

Superresolution without separation.

Geoffrey Schiebinger, Elina Robeva, Benjamin Recht

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014

Sharp Inequalities for $f$ -Divergences.

Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger

IEEE Trans. Inf. Theory, 2014