Aran Khanna

3 papers · 2018–2020 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ICLR (1) ICML (1) JMLR (1)

Top co-authors

Zachary C. Lipton (2) Jean Kossaifi (2) Animashree Anandkumar (2) Michael Tschannen (1) Kamyar Azizzadenesheli (1) Jeremy D. Bernstein (1) Tommaso Furlanello (1) Arinbjörn Kolbeinsson (1) Guneet S. Dhillon (1) Anima Anandkumar (1)

Research topics

Machine Learning (3) Deep Learning (2) Techniques (2) Artificial Intelligence (1) Computer Vision (1) Application Areas (1) Core AI (1) Core Methods (1) Domain-Specific (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

model compression (1) image classification (1) adversarial learning (1) model robustness (1) medical imaging (1) knowledge distillation (1) low-rank approximation (1) convolutional neural network (1) adversarial defense (1) adversarial example (1) matrix multiplication (1) sum-product network (1) tensor regression (1) stochastic policy (1) neural network (1)

Papers

Tensor Regression Networks JMLR 2020 Stochastic Activation Pruning for Robust Adversarial Defense ICLR 2018 StrassenNets: Deep Learning with a Multiplication Budget ICML 2018