Geoffrey Schiebinger

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 13

Top Topics

Inverse Problems

Top Venues

IEEE Trans. Inf. Theory

Publications

Stephen Zhang, Gilles Mordant, Tetsuya Matsumoto, Geoffrey Schiebinger
Manifold Learning with Sparse Regularised Optimal Transport. CoRR (2023)
Lénaïc Chizat, Stephen Zhang, Matthieu Heitz, Geoffrey Schiebinger
Trajectory Inference via Mean-field Langevin in Path Space. NeurIPS (2022)
Tetsuya Matsumoto, Stephen Zhang, Geoffrey Schiebinger
Beyond kNN: Adaptive, Sparse Neighborhood Graphs via Optimal Transport. CoRR (2022)
Lénaïc Chizat, Stephen Zhang, Matthieu Heitz, Geoffrey Schiebinger
Trajectory Inference via Mean-field Langevin in Path Space. CoRR (2022)
Hugo Lavenant, Stephen Zhang, Young-Heon Kim, Geoffrey Schiebinger
Towards a mathematical theory of trajectory inference. CoRR (2021)
Stephen Zhang, Anton Afanassiev, Laura Greenstreet, Tetsuya Matsumoto, Geoffrey Schiebinger
Optimal transport analysis reveals trajectories in steady-state systems. PLoS Comput. Biol. 17 (12) (2021)
Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Philippe Rigollet, Geoffrey Schiebinger, Jonathan Weed
Statistical Optimal Transport via Factored Couplings. AISTATS (2019)
Miriam Shiffman, William T. Stephenson, Geoffrey Schiebinger, Jonathan H. Huggins, Trevor Campbell, Aviv Regev, Tamara Broderick
Reconstructing probabilistic trees of cellular differentiation from single-cell RNA-seq data. CoRR (2018)
Aden Forrow, Jan-Christian Hütter, Mor Nitzan, Geoffrey Schiebinger, Philippe Rigollet, Jonathan Weed
Statistical Optimal Transport via Geodesic Hubs. CoRR (2018)
Nicholas Boyd, Geoffrey Schiebinger, Benjamin Recht
The Alternating Descent Conditional Gradient Method for Sparse Inverse Problems. SIAM J. Optim. 27 (2) (2017)
Geoffrey Schiebinger, Elina Robeva, Benjamin Recht
Superresolution without Separation. CoRR (2015)
Nicholas Boyd, Geoffrey Schiebinger, Benjamin Recht
The alternating descent conditional gradient method for sparse inverse problems. CAMSAP (2015)
Geoffrey Schiebinger, Elina Robeva, Benjamin Recht
Superresolution without separation. CAMSAP (2015)
Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger
Sharp Inequalities for $f$ -Divergences. IEEE Trans. Inf. Theory 60 (1) (2014)
Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger
Sharp Inequalities for $f$-divergences CoRR (2013)