Robert P. Sheridan

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All published works

Action	Title	Year	Authors
+	Development and Evaluation of Conformal Prediction Methods for QSAR	2023	Yuting Xu Andy Liaw Robert P. Sheridan Vladimir Svetnik
+	Stability of Prediction in Production ADMET Models as a Function of Version: Why and When Predictions Change	2022	Robert P. Sheridan
+	Light Gradient Boosting Machine as a Regression Method for Quantitative Structure-Activity Relationships	2021	Robert P. Sheridan Andy Liaw Matthew Tudor
+	Step Change Improvement in ADMET Prediction with PotentialNet Deep Featurization	2019	Evan N. Feinberg Robert P. Sheridan Elizabeth Joshi Vijay S. Pande Alan C. Cheng
+	eCounterscreening: Using QSAR Predictions to Prioritize Testing for Off-Target Activities and Setting the Balance between Benefit and Risk	2014	Robert P. Sheridan Daniel R. McMasters Johannes Voigt Mary Jo Wildey
+	3D Protein Structure Predicted from Sequence	2011	Debora S. Marks Lucy J. Colwell Robert P. Sheridan Thomas A. Hopf Andrea Pagnani Riccardo Zecchina Chris Sander
+	Enhanced Virtual Screening by Combined Use of Two Docking Methods: Getting the Most on a Limited Budget	2005	Vladimir N. Maiorov Robert P. Sheridan

Common Coauthors

Coauthor	Papers Together
Andy Liaw	2
Chris Sander	1
Thomas A. Hopf	1
Andrea Pagnani	1
Evan N. Feinberg	1
Debora S. Marks	1
Elizabeth Joshi	1
Vijay S. Pande	1
Riccardo Zecchina	1
Lucy J. Colwell	1
Matthew Tudor	1
Yuting Xu	1
Vladimir Svetnik	1
Alan C. Cheng	1
Johannes Voigt	1
Mary Jo Wildey	1
Daniel R. McMasters	1
Vladimir N. Maiorov	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Multi-task Neural Networks for QSAR Predictions	2014	George E. Dahl Navdeep Jaitly Ruslan Salakhutdinov	1
+	Massively Multitask Networks for Drug Discovery	2015	Bharath Ramsundar Steven Kearnes Patrick Riley Dale R. Webster David E. Konerding Vijay S. Pande	1
+	The combinatorial distance geometry method for the calculation of molecular conformation. I. A new approach to an old problem	1983	Timothy F. Havel Irwin D. Kuntz Gordon M. Crippen	1
+	Identification of direct residue contacts in protein–protein interaction by message passing	2008	Martin Weigt Robert A. White Hendrik Szurmant James A. Hoch Terence Hwa	1
+ PDF Chat	Statistical physics of pairwise probability models	2009	Yasser Roudi Erik Aurell Erik Aurell John Hertz John Hertz	1
+ PDF Chat	The NumPy Array: A Structure for Efficient Numerical Computation	2011	Stéfan van der Walt Steven C. Colbert Gaël Varoquaux	1
+ PDF Chat	Weak pairwise correlations imply strongly correlated network states in a neural population	2006	Elad Schneidman Michael J. Berry Ronen Segev William Bialek	1
+ PDF Chat	Protein knot server: detection of knots in protein structures	2007	Grigory Kolesov Peter Virnau Mehran Kardar Leonid A. Mirny	1
+	Managing the drug discovery/development interface	1997	Tony Kennedy	1
+	Quantitative Structure–Activity Relationship Models That Stand the Test of Time	2013	A. M. Davis David Wood	1
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling	1
+	Neural Message Passing for Quantum Chemistry	2017	Justin Gilmer Samuel S. Schoenholz Patrick Riley Oriol Vinyals George E. Dahl	1
+	Benchmarking and Optimization of Gradient Boosted Decision Tree Algorithms	2018	Andreea Anghel Nikolaos Papandreou Thomas Parnell Alessandro De Palma Haralampos Pozidis	1
+	Gated Graph Sequence Neural Networks	2015	Yujia Li Daniel Tarlow Marc Brockschmidt Richard S. Zemel	1
+	High-dimensional Ising model selection using ℓ1-regularized logistic regression	2010	Pradeep Ravikumar Martin J. Wainwright John Lafferty	1
+	XGBoost	2016	Tianqi Chen Carlos Guestrin	1