Abstract: Generally discussed herein are devices, systems, and methods for improving architecture search and identification with constraints. A method can include receiving, at a compute device, a request for a transformer-based autoregressive language model (TBALM), the request specifying a maximum latency, identifying TBALM architectures that satisfies the maximum latency, identifying a TBALM architecture of the identified TBALM architectures that has a greatest number of decoder parameters resulting in an identified TBALM architecture, and providing the identified TBALM architecture.

Abstract: Systems and methods are provided for determining relationships among individuals. The method can include receiving, from one or more sources, a plurality of records associated with a population of individuals; building a single database with the plurality of database records, each of the plurality of database records comprising a plurality of fields, each of the plurality of fields configured to include an associated field value; determining similarity among corresponding field values of the database records; producing a relationship database, based at least in part on the determining the similarity among corresponding field values of the database records; associating mutually matching database records; producing a relative database; and outputting database record information comprising a plurality of identifier pairs corresponding to individuals.

Abstract: Methods, systems, and devices are described for intercepting socket calls from applications installed on a mobile device while a first wireless interface is active. The first wireless interface is a cellular interface. Upon determining to release the intercepted socket calls to the socket layer, a second wireless interface is activated. The second wireless interface is a Wireless Local Area Network (WLAN) interface. The sockets calls are released to the socket layer and transmitted using the activated second wireless interface. Upon substantially completing the socket calls, the second wireless interface is deactivated. The intercepting of the socket calls and the activation of the second wireless interface occurs while the mobile device is in an idle mode.

Abstract: Methods, systems, and devices are described for intercepting requests from applications installed on a mobile device. The requests are system calls that establish communication channels for the mobile device. The requests are captured and held from reaching TCP/IP stack of an operating system executing on the mobile device. An intercepted request is aggregated with other intercepted requests. The aggregated requests are bundled together and released to the operating system upon the detection of a triggering event. The capture, holding, and aggregation of requests from applications occur when the mobile device is in a background mode.

Abstract: According to one embodiment, a system receives a request to generate a customer profile comprising a plurality of customer attributes for a customer. The system determines a first record comprising a plurality of first record attributes associated with the customer by correlating at least one first record attribute to a customer identifier indicated by the request. A new customer profile is created in response to the request if no matched customer profile is found. The system communicates one or more of the consolidated customer attributes in response to the request.

Abstract: According to one embodiment, a method comprises receiving an alert indicating one or more financial transactions associated with potentially suspicious activity. The method performs a validation of the alert, the validation comprising: determining that the alert comprises sufficient detail; determining whether the alert corresponds to an overlapping alert; and determining that the potentially suspicious activity corresponds to a potential risk. In response to a determination that the alert corresponds to an overlapping alert, the method consolidates the alert and the overlapping alert. The alert is associated with a customer profile. Alert data and customer information associated with the customer profile are enriched to yield an enriched alert. An event is created and communicated if the enriched alert satisfies an event-worthiness test.

Abstract: According to one embodiment, a system receives a plurality of system records corresponding to one of a plurality of financial transactions. The system determines a subset of system records comprising a posting record, a channel record, and an instrument record that correspond to a selected transaction of the plurality of financial transactions. The posting record comprises one or more posting attributes indicating a change in an account balance that a first source associates with the selected transaction. The channel record comprises one or more channel attributes indicating how a customer interfaced with a financial institution that a second source associates with the selected transaction. The instrument record comprises one or more instrument attributes indicating an exchange medium. The posting record, channel record, and instrument record are consolidated and linked to yield a transaction record. The system stores the transaction record in a transaction database.

Abstract: A first device receives a sound suppression message from a second device via a communication network. The sound suppression message indicates that the second device will produce an audible sound. The first device determines a sound profile associated with the second device. The first device then modifies (e.g., suppresses or reduces) a volume of sound that that the first device (or a third device) produces in response to receiving the sound suppression request message and based, at least in part, on the sound profile associated with the second device. The sound profile can include a device identifier associated with classes, models, and makes of devices.

Abstract: Aspects of the present disclosure provide methods and apparatus for remotely controlling and monitoring neural model execution (e.g., such as execution of the neural models described above) remotely, such as via the Internet. According to certain aspects, a client at a remote location (e.g., a webclient), may establish a connection with a server on which the neural model is running (or at least capable of controlling and monitoring the execution).

Abstract: A first device receives a sound suppression message from a second device via a communication network. The sound suppression message indicates that the second device will produce an audible sound. The first device determines a sound profile associated with the second device. The first device then modifies (e.g., suppresses or reduces) a volume of sound that that the first device (or a third device) produces in response to receiving the sound suppression request message and based, at least in part, on the sound profile associated with the second device. The sound profile can include a device identifier associated with classes, models, and makes of devices.

Abstract: Methods, systems, and devices are described for intercepting socket calls from applications installed on a mobile device while a first wireless interface is active. The first wireless interface is a cellular interface. Upon determining to release the intercepted socket calls to the socket layer, a second wireless interface is activated. The second wireless interface is a Wireless Local Area Network (WLAN) interface. The sockets calls are released to the socket layer and transmitted using the activated second wireless interface. Upon substantially completing the socket calls, the second wireless interface is deactivated. The intercepting of the socket calls and the activation of the second wireless interface occurs while the mobile device is in an idle mode.

Abstract: The present invention relates to an improved process for preparation of Rivastigmine of formula (I) or pharmaceutically acceptable salts thereof comprising a step of N-methylation of compound of formula (III), wherein R1=R2=H or R1=H and R2=CH3 or an acid addition salt thereof, using paraformaldehyde in the presence of Raney Nickel and hydrogen in a suitable solvent to obtain compound of formula (II).

Abstract: A process for the preparation of 4-[2-(Di-n-propylamino)ethyl]-2,3-dihydro-1H-indol-2-one of formula (I) and its pharmaceutically acceptable salts, solvates Formula I involving new intermediates of compound of formula (A) and (B) wherein R represents (i) a halogen atom selected from fluorine, chlorine atom, bromine atom and iodine atom; (ii) lower alkanesulfonyloxy group selected from methanesulfonyloxy, ethanesulfonyloxy, isopropanesulfonyloxy, propanesulfonyloxy, butanesulfonyloxy, tert-butanesulfonyloxy, pentanesulfonyloxy, hexanesulfonyloxy; (iii) substituted or unsubstantiated arylsulfonyloxy group selected from phenylsulfonyloxy, 4-methylphenylsulfonyloxy, 2-methylphenylsulfonyloxy, 4-nitrophenylsulfonyloxy, 4-methoxyphenylsulfonyloxy, 3-chlorophenylsulfonyloxy; (iv) arylalkylsulfonyloxy group selected from benzylsulfonyloxy, 2-phenylethylsulfonyloxy, 4-phenylbutylsulfonyloxy, 4-methylbenzylsulfonyloxy, 2-methylbenzylsulfonyloxy, 4-nitrobenzylsulfonyloxy, 4-methoxybenzylsulfonyloxy, 3-chlorobenzylsulfon

Abstract: A process for the preparation of 4-[2-(Di-n-propylamino)ethyl]-2,3-dihydro-1H-indol-2-one of formula (I) and its pharmaceutically acceptable salts, solvates Formula I involving new intermediates of compound of formula (A) and (B) wherein R represents (i) a halogen atom selected from fluorine, chlorine atom, bromine atom and iodine atom; (ii) lower alkanesulfonyloxy group selected from methanesulfonyloxy, ethanesulfonyloxy, isopropanesulfonyloxy, propanesulfonyloxy, butanesulfonyloxy, tert-butanesulfonyloxy, pentanesulfonyloxy, hexanesulfonyloxy; (iii) substituted or unsubstantiated arylsulfonyloxy group selected from phenylsulfonyloxy, 4-methylphenylsulfonyloxy, 2-methylphenylsulfonyloxy, 4-nitrophenylsulfonyloxy, 4-methoxyphenylsulfonyloxy, 3-chlorophenylsulfonyloxy; (iv) arylalkylsulfonyloxy group selected from benzylsulfonyloxy, 2-phenylethylsulfonyloxy, 4-phenylbutylsulfonyloxy, 4- methylbenzylsulfonyloxy, 2-methylbenzylsulfonyloxy, 4-nitrobenzylsulfonyloxy, 4-methoxybenzylsulfonyloxy, 3-chlorobenzylsulfo

Abstract: The present invention relates to an improved process for preparation of Rivastigmine of formula (I) or pharmaceutically acceptable salts thereof comprising a step of N-methylation of compound of formula (III), wherein R1=R2=H or R1=H and R2=CH3 or an acid addition salt thereof, using paraformaldehyde in the presence of Raney Nickel and hydrogen in a suitable solvent to obtain compound of formula (II).

Abstract: This invention relates to novel rosin-fatty acid vinylic polymer compositions that exhibit characteristics which make them useful as grind resins for preparing grind vehicles for ink and coating formulations. In particular, this invention relates to rosin-fatty acid vinylic grind resin compositions obtained from the addition polymerization reaction of a mixture of rosin and fatty acid and a mixture of (meth)acrylic and vinylic monomers.

Abstract: Vinylic polymer compositions having a weight average molecular weight in the range of about 4,000 to about 12,000 are produced by reacting, in an addition polymerization reaction, a fatty acid rosin mixture and a monomer mixture at a temperature in the range of about 135° C. to about 175° C. These compositions exhibit properties that make them useful as support resins for ink and overprint formulations and as additives for formulating various coating compositions.

Abstract: This invention relates to novel rosin-fatty acid vinylic polymer compositions and the process for preparing them. In particular, the invention relates to novel rosin-fatty acid vinylic polymer compositions which exhibit properties that make them useful as support resins for ink and overprint formulations.

Abstract: A rosin fatty acid vinylic emulsion composition produced by (A) polymerizing a mixture of vinylic monomers in the presence of a fatty acid rosin mixture comprising a mixture of fatty acids and rosin, at temperature in the range of about 135° C. to about 175° C., to produce a rosin-fatty acid vinylic polymer having a weight average molecular weight in the range of 4,000 to about 12,000; and (B) subsequently emulsion polymerizing another mixture of vinylic monomers in the presence of the rosin-fatty acid vinylic polymer of step A at temperature in the range of about 20° C. to about 100° C., to produce a rosin-fatty acid vinylic emulsion composition with polymers having a weight average molecular weight in the range of about 40,000 to about 200,000.

Abstract: This invention relates to novel rosin-fatty acid vinylic polymer compositions which exhibit properties that make them useful for formulating moisture vapor barrier coatings for paper and other cellulosic base materials. In particular, this invention relates to rosin-fatty acid vinylic polymer moisture barrier coatings obtained from the addition polymerization reaction of a mixture of rosin and fatty acid and a mixture of (meth)acrylic and vinylic monomers.