Urmi Ninad

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Causal Discovery

Distributed Representations

Conditional Independence

Top Venues

Publications

Simon Bing, Urmi Ninad, Jonas Wahl, Jakob Runge
Identifying Linearly-Mixed Causal Representations from Multi-Node Interventions. CLeaR (2024)
Jonas Wahl, Urmi Ninad, Jakob Runge
Vector Causal Inference between Two Groups of Variables. AAAI (2023)
Wiebke Günther, Urmi Ninad, Jakob Runge
Causal Discovery for time series from multiple datasets with latent contexts. UAI (2023)
Tom Hochsprung, Jonas Wahl, Andreas Gerhardus, Urmi Ninad, Jakob Runge
Increasing effect sizes of pairwise conditional independence tests between random vectors. UAI (2023)
Andreas Gerhardus, Jonas Wahl, Sofia Faltenbacher, Urmi Ninad, Jakob Runge
Projecting infinite time series graphs to finite marginal graphs using number theory. CoRR (2023)
Simon Bing, Jonas Wahl, Urmi Ninad, Jakob Runge
Invariance & Causal Representation Learning: Prospects and Limitations. CoRR (2023)
Gustau Camps-Valls, Andreas Gerhardus, Urmi Ninad, Gherardo Varando, Georg Martius, Emili Balaguer-Ballester, Ricardo Vinuesa, Emiliano Diaz, Laure Zanna, Jakob Runge
Discovering Causal Relations and Equations from Data. CoRR (2023)
Simon Bing, Urmi Ninad, Jonas Wahl, Jakob Runge
Identifying Linearly-Mixed Causal Representations from Multi-Node Interventions. CoRR (2023)
Wiebke Günther, Urmi Ninad, Jonas Wahl, Jakob Runge
Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery. NeurIPS (2022)