Sathya Ravi

4 papers · 2021–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

NeurIPS (2) ICML (1) UAI (1)

Top co-authors

Vikas Singh (3) Songwong Tasneeyapant (1) Yunyang Xiong (1) Lopamudra Mukherjee (1) Shailesh Acharya (1) Yichao Wu (1) Zhu Wang (1) Zihang Meng (1) Rudrasis Chakraborty (1) Sourav Medya (1)

Research topics

Machine Learning (4) Application Areas (3) Artificial Intelligence (2) Deep Learning (2) Optimization & Theory (2) Mathematics & Optimization (1) Architectures (1) Bayesian & Probabilistic (1) Core AI (1) Learning Paradigms (1) Learning Types (1) Optimization (1) Techniques (1)

Keywords

neural network training (1) domain adaptation (1) visual question answering (1) multimodal learning (1) visual reasoning (1) outlier detection (1) locality sensitive hashing (1) multi-class classification (1) linear programming (1) auc optimization (1) variational approximation (1) linear complexity (1) deep neural network (1) differentiable optimization (1) neural differential equation (1) panel data (1) longitudinal data (1) personalized prediction (1) mixed effect (1) task-specific metrics (1)

Papers

Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis NeurIPS 2023 A variational approximation for analyzing the dynamics of panel data UAI 2021 Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs NeurIPS 2021 You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling ICML 2021