Search Results for author: Arvind

Found 3 papers, 1 papers with code

The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset

1 code implementation29 Apr 2024 Claudio Bellei, Muhua Xu, Ross Phillips, Tom Robinson, Mark Weber, Tim Kaler, Charles E. Leiserson, Arvind, Jie Chen

We posit that certain domain applications, such as anti-money laundering (AML), are inherently subgraph problems and mainstream graph techniques have been operating at a suboptimal level of abstraction.

Representation Learning

Inferring physical laws by artificial intelligence based causal models

no code implementations8 Sep 2023 Jorawar Singh, Kishor Bharti, Arvind

In this context, we propose a causal learning model of physical principles, which not only recognizes correlations but also brings out casual relationships.

Causal Inference

Experimental demonstration of the violation of the temporal Peres-Mermin inequality using contextual temporal correlations and noninvasive measurements

no code implementations6 Jan 2021 Dileep Singh, Arvind, Kavita Dorai

We use this circuit to experimentally demonstrate the violation of the Peres-Mermin inequality (which is the temporal analog of a Klyachko-Can- Binicioglu-Shumovsky (KCBS) inequality), on a three-qubit NMR quantum information processor.

Quantum Physics

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