Issue #120
July 4, 2021
- 1. Has AI found a new Foundation? [thegradient.pub]
- 2. A friendly introduction to machine learning compilers and optimizers [huyenchip.com]
- 3. Awk: The Power and Promise of a 40-Year-Old Language [fosslife.org]
- 4. Greedy AI Agents Learn to Cooperate [spectrum.ieee.org]
- 5. The Future Is Big Graphs: A Community View on Graph Processing Systems [cacm.acm.org]
- 6. Reinforcement Learning Lecture Series 2021 [deepmind.com]
- 7. Physics-based Deep Learning Book [physicsbaseddeeplearning.org]
- • The global effectiveness of fact-checking: Evidence from simultaneous experiments in Argentina, Nigeria, South Africa, and the United Kingdom (E. Porter, T. J. Wood)
- • Identifying asymptomatic spreaders of antimicrobial-resistant pathogens in hospital settings (S. Pei, F. Liljeros, J. Shaman)
- • High COVID-19 transmission potential associated with re-opening universities can be mitigated with layered interventions (E. Brooks-Pollock, H. Christensen, A. Trickey, G. Hemani, E. Nixon, A. C. Thomas, K. Turner, A. Finn, M. Hickman, C. Relton, L. Danon)
- • Relational Pattern Benchmarking on the Knowledge Graph Link Prediction Task (A. Sadeghi, H. A. Malik, D. Collarana, J. Lehmann)
- • gen2Out: Detecting and Ranking Generalized Anomalies (M.-C. Lee, S. Shekhar, C. Faloutsos, T. N. Hutson, L. Iasemidis)
- • A Farewell to the Bias-Variance Tradeoff? An Overview of the Theory of Overparameterized Machine Learning (Y. Dar, V. Muthukumar, R. G. Baraniuk)
- • Estimating the probabilities of causation via deep monotonic twin networks (A. Vlontzos, B. Kainz, C. M. Gilligan-Lee)
- • Computational Hierarchy of Elementary Cellular Automata (B. Hudcová, T. Mikolov)
- • (Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys (K. Joseph, S. Shugars, R. Gallagher, J. Green, A. Q. Mathé, Z. An, D. Lazer)
Graph Algorithms for Technical Interviews
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